Year |
Conf. |
Topic |
Cited |
Paper |
Authors |
Url |
2019 |
ACL |
# optim-adam, reg-dropout, reg-worddropout, arch-rnn, arch-lstm, arch-gru, arch-att, arch-transformer, pre-word2vec, pre-fasttext, pre-elmo, pre-bert, struct-crf, task-seqlab |
5 |
Neural Architectures for Nested NER through Linearization |
Jana Straková, Milan Straka, Jan Hajic |
https://www.aclweb.org/anthology/P19-1527.pdf |
2019 |
ACL |
# optim-adam, optim-projection, train-mll, pool-max, arch-lstm, arch-coverage, arch-subword, pre-fasttext, loss-cca, loss-svd, task-textpair, task-lm, task-seq2seq, task-lexicon |
29 |
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions |
Goran Glavaš, Robert Litschko, Sebastian Ruder, Ivan Vulić |
https://www.aclweb.org/anthology/P19-1070.pdf |
2019 |
ACL |
# optim-adam, train-mll, arch-rnn, arch-coverage, arch-subword, pre-word2vec, pre-fasttext, pre-glove, pre-elmo, pre-bert |
0 |
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings |
Yadollah Yaghoobzadeh, Katharina Kann, T. J. Hazen, Eneko Agirre, Hinrich Schütze |
https://www.aclweb.org/anthology/P19-1574.pdf |
2019 |
ACL |
# optim-adam, optim-projection, train-mll, train-transfer, arch-lstm, arch-att, arch-bilinear, arch-subword, pre-fasttext, pre-bert, struct-crf, task-relation |
0 |
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections |
Junxian He, Zhisong Zhang, Taylor Berg-Kirkpatrick, Graham Neubig |
https://www.aclweb.org/anthology/P19-1311.pdf |
2019 |
ACL |
# optim-adam, init-glorot, train-mll, arch-coverage, arch-subword, pre-fasttext, task-seq2seq |
0 |
On the Distribution of Deep Clausal Embeddings: A Large Cross-linguistic Study |
Damian Blasi, Ryan Cotterell, Lawrence Wolf-Sonkin, Sabine Stoll, Balthasar Bickel, Marco Baroni |
https://www.aclweb.org/anthology/P19-1384.pdf |
2019 |
ACL |
# train-mll, train-parallel, arch-rnn, arch-att, arch-subword, pre-fasttext, task-seqlab, task-seq2seq, task-lexicon, task-alignment |
1 |
Unsupervised Parallel Sentence Extraction with Parallel Segment Detection Helps Machine Translation |
Viktor Hangya, Alexander Fraser |
https://www.aclweb.org/anthology/P19-1118.pdf |
2019 |
ACL |
# optim-adam, optim-projection, norm-gradient, train-mll, train-transfer, activ-relu, pool-max, arch-rnn, arch-lstm, arch-subword, comb-ensemble, pre-fasttext, pre-skipthought, latent-vae, task-textpair, task-lm, task-seq2seq, task-cloze |
0 |
Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning |
Shuai Tang, Virginia R. de Sa |
https://www.aclweb.org/anthology/P19-1397.pdf |
2019 |
ACL |
# optim-projection, reg-stopping, train-mll, train-transfer, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-coverage, arch-subword, comb-ensemble, pre-fasttext, struct-crf, task-seqlab, task-lm, task-seq2seq, task-relation, task-lexicon |
3 |
Massively Multilingual Transfer for NER |
Afshin Rahimi, Yuan Li, Trevor Cohn |
https://www.aclweb.org/anthology/P19-1015.pdf |
2019 |
ACL |
# optim-sgd, train-mll, train-transfer, arch-lstm, search-viterbi, pre-fasttext, nondif-reinforce, task-lm, task-seq2seq, task-lexicon, task-alignment |
0 |
MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction |
Pengcheng Yang, Fuli Luo, Peng Chen, Tianyu Liu, Xu Sun |
https://www.aclweb.org/anthology/P19-1308.pdf |
2019 |
ACL |
# optim-adam, optim-adagrad, train-mll, arch-coverage, arch-subword, pre-fasttext, pre-elmo, task-lm, task-seq2seq |
2 |
Multilingual and Cross-Lingual Graded Lexical Entailment |
Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš |
https://www.aclweb.org/anthology/P19-1490.pdf |
2019 |
ACL |
# train-mll, arch-lstm, arch-att, arch-coverage, arch-subword, pre-fasttext, pre-glove, loss-svd |
1 |
Relational Word Embeddings |
Jose Camacho-Collados, Luis Espinosa Anke, Steven Schockaert |
https://www.aclweb.org/anthology/P19-1318.pdf |
2019 |
ACL |
# optim-adam, reg-stopping, train-mtl, train-active, arch-att, arch-subword, arch-transformer, pre-fasttext, task-condlm |
14 |
Learning from Dialogue after Deployment: Feed Yourself, Chatbot! |
Braden Hancock, Antoine Bordes, Pierre-Emmanuel Mazare, Jason Weston |
https://www.aclweb.org/anthology/P19-1358.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, train-mtl, arch-rnn, arch-lstm, arch-cnn, arch-att, arch-selfatt, pre-fasttext, pre-glove, latent-vae, task-relation |
1 |
An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis |
Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier |
https://www.aclweb.org/anthology/P19-1048.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, reg-stopping, train-active, arch-rnn, arch-lstm, arch-bilstm, pre-fasttext, loss-nce, task-seqlab, task-relation |
0 |
Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains |
Claudia Schulz, Christian M. Meyer, Jan Kiesewetter, Michael Sailer, Elisabeth Bauer, Martin R. Fischer, Frank Fischer, Iryna Gurevych |
https://www.aclweb.org/anthology/P19-1265.pdf |
2019 |
ACL |
# optim-adam, optim-projection, train-mll, train-transfer, arch-cnn, arch-att, arch-subword, pre-fasttext, adv-train, task-lm, task-seq2seq, task-relation, task-lexicon |
1 |
Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation |
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao |
https://www.aclweb.org/anthology/P19-1119.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, arch-rnn, arch-birnn, arch-lstm, arch-gnn, arch-att, arch-selfatt, arch-memo, arch-bilinear, arch-transformer, comb-ensemble, pre-fasttext, task-textclass, task-relation, task-graph |
2 |
Graph-based Dependency Parsing with Graph Neural Networks |
Tao Ji, Yuanbin Wu, Man Lan |
https://www.aclweb.org/anthology/P19-1237.pdf |
2019 |
ACL |
# optim-adam, optim-projection, arch-rnn, arch-lstm, arch-subword, arch-transformer, pre-fasttext, pre-skipthought, pre-bert, struct-cfg, task-textpair, task-lm, task-tree |
5 |
Correlating Neural and Symbolic Representations of Language |
Grzegorz Chrupała, Afra Alishahi |
https://www.aclweb.org/anthology/P19-1283.pdf |
2019 |
ACL |
# train-mtl, pool-max, arch-lstm, arch-bilstm, arch-att, arch-subword, arch-transformer, pre-fasttext, pre-bert, task-lm, task-seq2seq, task-relation |
0 |
Empirical Linguistic Study of Sentence Embeddings |
Katarzyna Krasnowska-Kieraś, Alina Wróblewska |
https://www.aclweb.org/anthology/P19-1573.pdf |
2019 |
ACL |
# optim-adam, optim-projection, train-mll, arch-lstm, arch-att, arch-selfatt, arch-subword, comb-ensemble, pre-fasttext, pre-elmo, pre-bert, task-textclass, task-lm |
9 |
Multilingual Constituency Parsing with Self-Attention and Pre-Training |
Nikita Kitaev, Steven Cao, Dan Klein |
https://www.aclweb.org/anthology/P19-1340.pdf |
2019 |
ACL |
# train-mtl, pool-max, arch-lstm, arch-cnn, arch-att, arch-memo, arch-bilinear, arch-coverage, pre-fasttext, pre-glove, adv-examp, task-textclass, task-textpair, task-lm, task-tree |
10 |
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications |
Wei Zhao, Haiyun Peng, Steffen Eger, Erik Cambria, Min Yang |
https://www.aclweb.org/anthology/P19-1150.pdf |
2019 |
ACL |
# optim-adam, optim-projection, train-mll, arch-coverage, arch-subword, pre-fasttext, adv-train, task-seq2seq, task-relation, task-lexicon, task-alignment |
6 |
JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages |
Željko Agić, Ivan Vulić |
https://www.aclweb.org/anthology/P19-1310.pdf |
2019 |
ACL |
# optim-sgd, optim-adam, optim-projection, reg-stopping, arch-rnn, arch-lstm, arch-gru, arch-cnn, pre-fasttext, nondif-reinforce, task-textclass, task-lm, task-condlm, task-relation |
2 |
Visually Grounded Neural Syntax Acquisition |
Haoyue Shi, Jiayuan Mao, Kevin Gimpel, Karen Livescu |
https://www.aclweb.org/anthology/P19-1180.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, reg-decay, norm-batch, norm-gradient, train-mtl, activ-relu, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-coverage, arch-transformer, pre-fasttext, task-textclass, task-lm |
1 |
#YouToo? Detection of Personal Recollections of Sexual Harassment on Social Media |
Arijit Ghosh Chowdhury, Ramit Sawhney, Rajiv Ratn Shah, Debanjan Mahata |
https://www.aclweb.org/anthology/P19-1241.pdf |
2019 |
ACL |
# optim-sgd, optim-adam, optim-projection, train-transfer, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-subword, pre-word2vec, pre-fasttext, pre-bert, struct-crf, task-textclass, task-seqlab, task-lm, task-seq2seq, meta-init |
1 |
Few-Shot Representation Learning for Out-Of-Vocabulary Words |
Ziniu Hu, Ting Chen, Kai-Wei Chang, Yizhou Sun |
https://www.aclweb.org/anthology/P19-1402.pdf |
2019 |
ACL |
# reg-dropout, reg-stopping, arch-rnn, arch-lstm, arch-subword, comb-ensemble, pre-fasttext, pre-glove, struct-crf, adv-train, task-seqlab |
1 |
Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records |
Max Friedrich, Arne Köhn, Gregor Wiedemann, Chris Biemann |
https://www.aclweb.org/anthology/P19-1584.pdf |
2019 |
ACL |
# optim-projection, train-mll, arch-subword, pre-fasttext, pre-glove, task-lexicon |
4 |
Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization |
Mozhi Zhang, Keyulu Xu, Ken-ichi Kawarabayashi, Stefanie Jegelka, Jordan Boyd-Graber |
https://www.aclweb.org/anthology/P19-1307.pdf |
2019 |
ACL |
# reg-dropout, train-mll, arch-rnn, arch-gru, arch-bigru, arch-att, arch-subword, pre-fasttext, pre-glove, task-textclass, task-lm, task-seq2seq |
1 |
Towards Integration of Statistical Hypothesis Tests into Deep Neural Networks |
Ahmad Aghaebrahimian, Mark Cieliebak |
https://www.aclweb.org/anthology/P19-1557.pdf |
2019 |
ACL |
# optim-adam, arch-memo, arch-coverage, arch-transformer, search-beam, pre-fasttext, pre-bert, task-textclass, task-lm, task-seq2seq |
5 |
Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset |
Hannah Rashkin, Eric Michael Smith, Margaret Li, Y-Lan Boureau |
https://www.aclweb.org/anthology/P19-1534.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, train-transfer, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-subword, pre-fasttext, adv-train, task-textclass, task-seqlab, task-lm |
0 |
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models |
Xiaolei Huang, Michael J. Paul |
https://www.aclweb.org/anthology/P19-1403.pdf |
2019 |
ACL |
# optim-adam, optim-projection, init-glorot, pool-max, arch-lstm, arch-att, arch-coverage, pre-fasttext, pre-skipthought, latent-vae, loss-svd, task-textclass, task-textpair, task-lm, task-seq2seq |
1 |
Learning Compressed Sentence Representations for On-Device Text Processing |
Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman, Xinyuan Zhang, Qian Yang, Meng Tang, Asli Celikyilmaz, Lawrence Carin |
https://www.aclweb.org/anthology/P19-1011.pdf |
2019 |
ACL |
# optim-adam, arch-att, arch-subword, arch-transformer, search-beam, pre-fasttext, task-spanlab, task-lm, task-seq2seq |
5 |
ELI5: Long Form Question Answering |
Angela Fan, Yacine Jernite, Ethan Perez, David Grangier, Jason Weston, Michael Auli |
https://www.aclweb.org/anthology/P19-1346.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, pool-max, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-subword, pre-fasttext, task-textclass |
1 |
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good |
Xuewei Wang, Weiyan Shi, Richard Kim, Yoojung Oh, Sijia Yang, Jingwen Zhang, Zhou Yu |
https://www.aclweb.org/anthology/P19-1566.pdf |
2019 |
ACL |
# optim-projection, train-mll, arch-subword, pre-fasttext, latent-vae, loss-svd, task-textclass, task-lm, task-seq2seq, task-lexicon |
0 |
Multilingual Factor Analysis |
Francisco Vargas, Kamen Brestnichki, Alex Papadopoulos Korfiatis, Nils Hammerla |
https://www.aclweb.org/anthology/P19-1170.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, train-active, arch-att, arch-memo, arch-transformer, pre-word2vec, pre-fasttext, latent-vae, loss-nce, task-seq2seq |
1 |
Improving Neural Conversational Models with Entropy-Based Data Filtering |
Richárd Csáky, Patrik Purgai, Gábor Recski |
https://www.aclweb.org/anthology/P19-1567.pdf |
2019 |
ACL |
# optim-adam, arch-rnn, arch-lstm, arch-att, arch-selfatt, search-beam, pre-word2vec, pre-fasttext, pre-glove, pre-elmo, pre-bert, nondif-reinforce, task-extractive, task-lm, task-condlm, task-seq2seq, task-lexicon |
2 |
Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts |
Elizabeth Clark, Asli Celikyilmaz, Noah A. Smith |
https://www.aclweb.org/anthology/P19-1264.pdf |
2019 |
ACL |
# optim-adam, optim-projection, train-mll, arch-gru, arch-att, pre-fasttext, adv-train, task-seq2seq, task-lexicon |
0 |
Multilingual Unsupervised NMT using Shared Encoder and Language-Specific Decoders |
Sukanta Sen, Kamal Kumar Gupta, Asif Ekbal, Pushpak Bhattacharyya |
https://www.aclweb.org/anthology/P19-1297.pdf |
2019 |
ACL |
# optim-adam, init-glorot, train-mll, pool-mean, arch-lstm, arch-att, arch-subword, pre-fasttext, task-tree |
6 |
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network |
Kun Xu, Liwei Wang, Mo Yu, Yansong Feng, Yan Song, Zhiguo Wang, Dong Yu |
https://www.aclweb.org/anthology/P19-1304.pdf |
2019 |
ACL |
# optim-adam, train-mll, arch-lstm, arch-att, arch-subword, search-greedy, pre-fasttext, pre-bert, adv-train, task-lm, task-seq2seq, task-alignment |
1 |
Unsupervised Pivot Translation for Distant Languages |
Yichong Leng, Xu Tan, Tao Qin, Xiang-Yang Li, Tie-Yan Liu |
https://www.aclweb.org/anthology/P19-1017.pdf |
2019 |
ACL |
# optim-projection, pool-max, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-coverage, arch-subword, search-viterbi, pre-fasttext, pre-bert, struct-crf |
1 |
Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political Debates |
Sebastian Padó, Andre Blessing, Nico Blokker, Erenay Dayanik, Sebastian Haunss, Jonas Kuhn |
https://www.aclweb.org/anthology/P19-1273.pdf |
2019 |
ACL |
# train-mll, arch-att, arch-subword, search-beam, pre-fasttext, task-lm, task-seq2seq |
0 |
Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation |
Nima Pourdamghani, Nada Aldarrab, Marjan Ghazvininejad, Kevin Knight, Jonathan May |
https://www.aclweb.org/anthology/P19-1293.pdf |
2019 |
ACL |
# optim-adam, optim-adadelta, norm-gradient, train-mtl, train-transfer, pool-max, arch-rnn, arch-lstm, arch-bilstm, arch-att, arch-subword, arch-transformer, search-beam, pre-fasttext, pre-glove, pre-elmo, pre-bert, task-textclass, task-lm, task-seq2seq |
1 |
Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion |
Suyoun Kim, Siddharth Dalmia, Florian Metze |
https://www.aclweb.org/anthology/P19-1107.pdf |
2019 |
ACL |
# optim-adam, arch-lstm, arch-bilstm, arch-att, arch-coverage, arch-subword, pre-word2vec, pre-fasttext, pre-elmo, pre-bert, task-seqlab |
3 |
Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation |
Daniel Loureiro, Alípio Jorge |
https://www.aclweb.org/anthology/P19-1569.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, arch-rnn, arch-gru, arch-att, arch-selfatt, pre-fasttext, latent-topic, task-textclass, task-lm, task-seq2seq |
0 |
Fine-Grained Spoiler Detection from Large-Scale Review Corpora |
Mengting Wan, Rishabh Misra, Ndapa Nakashole, Julian McAuley |
https://www.aclweb.org/anthology/P19-1248.pdf |
2019 |
ACL |
# optim-projection, arch-subword, pre-fasttext, loss-svd |
0 |
The Effectiveness of Simple Hybrid Systems for Hypernym Discovery |
William Held, Nizar Habash |
https://www.aclweb.org/anthology/P19-1327.pdf |
2019 |
ACL |
# train-mll, arch-att, arch-subword, pre-fasttext, adv-train, task-lm, task-seq2seq, task-lexicon, task-alignment |
3 |
Bilingual Lexicon Induction through Unsupervised Machine Translation |
Mikel Artetxe, Gorka Labaka, Eneko Agirre |
https://www.aclweb.org/anthology/P19-1494.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, train-mtl, train-mll, pool-max, arch-lstm, arch-bilstm, arch-gru, arch-cnn, arch-att, arch-coverage, arch-subword, pre-word2vec, pre-fasttext, pre-skipthought, pre-elmo, pre-bert, loss-svd, task-textclass, task-textpair, task-seqlab |
2 |
Robust Representation Learning of Biomedical Names |
Minh C. Phan, Aixin Sun, Yi Tay |
https://www.aclweb.org/anthology/P19-1317.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, train-mll, train-transfer, pool-max, pool-kmax, arch-lstm, arch-cnn, arch-att, arch-subword, comb-ensemble, pre-fasttext, task-lm, task-seq2seq, task-lexicon, task-alignment |
0 |
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations |
Rui Zhang, Caitlin Westerfield, Sungrok Shim, Garrett Bingham, Alexander Fabbri, William Hu, Neha Verma, Dragomir Radev |
https://www.aclweb.org/anthology/P19-1306.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, train-mtl, train-mll, train-transfer, arch-lstm, arch-bilstm, arch-att, arch-coverage, arch-subword, pre-fasttext, pre-bert, adv-examp, adv-train, latent-vae, task-textclass, task-textpair, task-seq2seq |
0 |
Soft Representation Learning for Sparse Transfer |
Haeju Park, Jinyoung Yeo, Gengyu Wang, Seung-won Hwang |
https://www.aclweb.org/anthology/P19-1151.pdf |
2019 |
ACL |
# optim-adam, train-mtl, train-transfer, train-augment, arch-rnn, arch-lstm, arch-att, arch-selfatt, arch-coverage, arch-subword, arch-transformer, pre-fasttext, adv-train, loss-svd, task-lm, task-seq2seq, task-lexicon, task-alignment |
1 |
Domain Adaptation of Neural Machine Translation by Lexicon Induction |
Junjie Hu, Mengzhou Xia, Graham Neubig, Jaime Carbonell |
https://www.aclweb.org/anthology/P19-1286.pdf |
2019 |
ACL |
# train-mll, arch-coverage, arch-subword, pre-word2vec, pre-fasttext, adv-train, task-lm, task-seq2seq, task-lexicon, task-alignment |
0 |
Unsupervised Joint Training of Bilingual Word Embeddings |
Benjamin Marie, Atsushi Fujita |
https://www.aclweb.org/anthology/P19-1312.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, reg-worddropout, reg-stopping, arch-att, arch-selfatt, arch-subword, arch-transformer, comb-ensemble, pre-fasttext, pre-bert, latent-vae, task-seqlab, task-spanlab, task-lm, task-seq2seq, task-tree |
2 |
Unsupervised Question Answering by Cloze Translation |
Patrick Lewis, Ludovic Denoyer, Sebastian Riedel |
https://www.aclweb.org/anthology/P19-1484.pdf |
2019 |
ACL |
# reg-stopping, reg-patience, arch-rnn, arch-lstm, arch-cnn, arch-att, arch-subword, pre-fasttext |
0 |
Give Me More Feedback II: Annotating Thesis Strength and Related Attributes in Student Essays |
Zixuan Ke, Hrishikesh Inamdar, Hui Lin, Vincent Ng |
https://www.aclweb.org/anthology/P19-1390.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, train-mll, train-transfer, arch-rnn, arch-att, arch-selfatt, arch-subword, arch-transformer, search-beam, pre-fasttext, adv-train, task-lm, task-seq2seq, task-lexicon |
5 |
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies |
Yunsu Kim, Yingbo Gao, Hermann Ney |
https://www.aclweb.org/anthology/P19-1120.pdf |
2019 |
ACL |
# reg-norm, arch-att, arch-subword, pre-fasttext, pre-glove, latent-vae, latent-topic, task-textclass, task-lm |
0 |
Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors |
Shoaib Jameel, Steven Schockaert |
https://www.aclweb.org/anthology/P19-1321.pdf |
2019 |
ACL |
# optim-sgd, reg-dropout, reg-worddropout, arch-rnn, arch-att, arch-selfatt, arch-transformer, pre-fasttext, pre-bert, latent-vae, task-textclass, task-lm, task-seq2seq |
6 |
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation |
Ning Dai, Jianze Liang, Xipeng Qiu, Xuanjing Huang |
https://www.aclweb.org/anthology/P19-1601.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, reg-decay, train-mtl, arch-rnn, arch-lstm, arch-bilstm, arch-gru, arch-bigru, arch-cnn, arch-att, pre-fasttext, pre-glove, struct-crf, task-textclass, task-seqlab, task-lm, task-seq2seq, task-relation, task-alignment |
1 |
Exploring Sequence-to-Sequence Learning in Aspect Term Extraction |
Dehong Ma, Sujian Li, Fangzhao Wu, Xing Xie, Houfeng Wang |
https://www.aclweb.org/anthology/P19-1344.pdf |
2019 |
ACL |
# train-mll, pre-fasttext, task-seq2seq, task-lexicon |
1 |
Hubless Nearest Neighbor Search for Bilingual Lexicon Induction |
Jiaji Huang, Qiang Qiu, Kenneth Church |
https://www.aclweb.org/anthology/P19-1399.pdf |
2019 |
ACL |
# init-glorot, arch-bilinear, arch-subword, pre-fasttext, pre-glove, task-textpair, task-lm |
1 |
Exploring Numeracy in Word Embeddings |
Aakanksha Naik, Abhilasha Ravichander, Carolyn Rose, Eduard Hovy |
https://www.aclweb.org/anthology/P19-1329.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, train-mll, pool-max, arch-lstm, arch-bilstm, arch-subword, arch-transformer, comb-ensemble, pre-fasttext, loss-margin, task-seqlab, task-seq2seq |
15 |
Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings |
Mikel Artetxe, Holger Schwenk |
https://www.aclweb.org/anthology/P19-1309.pdf |
2019 |
ACL |
# arch-rnn, arch-att, pre-word2vec, pre-fasttext, pre-glove, task-textclass, task-lm, task-condlm, task-seq2seq |
3 |
VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions |
Pranava Madhyastha, Josiah Wang, Lucia Specia |
https://www.aclweb.org/anthology/P19-1654.pdf |
2019 |
ACL |
# optim-adam, optim-projection, reg-dropout, train-mll, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-subword, arch-transformer, comb-ensemble, pre-fasttext, pre-glove, pre-elmo, pre-bert, struct-crf, adv-train, task-textclass, task-seqlab, task-lm, task-seq2seq |
1 |
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation |
Benjamin Heinzerling, Michael Strube |
https://www.aclweb.org/anthology/P19-1027.pdf |
2019 |
ACL |
# optim-adam, arch-lstm, comb-ensemble, pre-fasttext, pre-glove, pre-elmo, pre-bert, adv-examp, task-textclass, task-textpair, task-lm |
14 |
HellaSwag: Can a Machine Really Finish Your Sentence? |
Rowan Zellers, Ari Holtzman, Yonatan Bisk, Ali Farhadi, Yejin Choi |
https://www.aclweb.org/anthology/P19-1472.pdf |
2019 |
ACL |
# optim-sgd, optim-adam, optim-projection, reg-dropout, reg-stopping, norm-layer, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-coverage, arch-subword, arch-transformer, pre-fasttext, task-lm |
13 |
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction |
Antoine Bosselut, Hannah Rashkin, Maarten Sap, Chaitanya Malaviya, Asli Celikyilmaz, Yejin Choi |
https://www.aclweb.org/anthology/P19-1470.pdf |
2019 |
ACL |
# optim-sgd, optim-adam, train-mll, train-transfer, pool-max, arch-rnn, arch-lstm, arch-att, arch-selfatt, arch-subword, pre-word2vec, pre-fasttext, pre-glove, pre-skipthought, pre-elmo, pre-bert, loss-svd, task-textclass, task-lm |
0 |
Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text |
Lukas Ruff, Yury Zemlyanskiy, Robert Vandermeulen, Thomas Schnake, Marius Kloft |
https://www.aclweb.org/anthology/P19-1398.pdf |
2019 |
ACL |
# train-mll, train-transfer, train-augment, arch-att, arch-selfatt, arch-coverage, arch-subword, arch-transformer, pre-fasttext, loss-svd, task-seqlab, task-lm, task-seq2seq, task-lexicon |
1 |
Generalized Data Augmentation for Low-Resource Translation |
Mengzhou Xia, Xiang Kong, Antonios Anastasopoulos, Graham Neubig |
https://www.aclweb.org/anthology/P19-1579.pdf |
2019 |
ACL |
# arch-lstm, arch-gru, arch-treelstm, arch-att, arch-selfatt, arch-subword, arch-transformer, comb-ensemble, search-beam, pre-fasttext, pre-bert, task-seq2seq |
2 |
Generating Diverse Translations with Sentence Codes |
Raphael Shu, Hideki Nakayama, Kyunghyun Cho |
https://www.aclweb.org/anthology/P19-1177.pdf |
2019 |
ACL |
# optim-sgd, optim-adam, optim-projection, reg-dropout, norm-layer, pool-max, arch-rnn, arch-lstm, arch-bilstm, arch-gru, arch-att, arch-selfatt, arch-gating, arch-transformer, comb-ensemble, pre-fasttext, task-spanlab, task-seq2seq |
1 |
Token-level Dynamic Self-Attention Network for Multi-Passage Reading Comprehension |
Yimeng Zhuang, Huadong Wang |
https://www.aclweb.org/anthology/P19-1218.pdf |
2019 |
ACL |
# arch-att, arch-selfatt, arch-subword, arch-transformer, pre-fasttext, pre-glove, pre-bert, latent-topic, task-lm |
0 |
Context-specific Language Modeling for Human Trafficking Detection from Online Advertisements |
Saeideh Shahrokh Esfahani, Michael J. Cafarella, Maziyar Baran Pouyan, Gregory DeAngelo, Elena Eneva, Andy E. Fano |
https://www.aclweb.org/anthology/P19-1114.pdf |
2019 |
ACL |
# init-glorot, arch-rnn, arch-lstm, arch-cnn, arch-att, arch-bilinear, arch-energy, comb-ensemble, pre-fasttext, pre-bert, struct-crf, task-relation |
0 |
An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing |
Zhisong Zhang, Xuezhe Ma, Eduard Hovy |
https://www.aclweb.org/anthology/P19-1562.pdf |
2019 |
ACL |
# arch-lstm, arch-bilstm, arch-att, arch-transformer, pre-word2vec, pre-fasttext, pre-glove, pre-elmo, pre-bert, task-textpair, task-lm, task-cloze |
3 |
Classification and Clustering of Arguments with Contextualized Word Embeddings |
Nils Reimers, Benjamin Schiller, Tilman Beck, Johannes Daxenberger, Christian Stab, Iryna Gurevych |
https://www.aclweb.org/anthology/P19-1054.pdf |
2019 |
ACL |
# train-mll, arch-subword, pre-word2vec, pre-fasttext, adv-train, task-seq2seq, task-lexicon, task-alignment |
5 |
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces |
Barun Patra, Joel Ruben Antony Moniz, Sarthak Garg, Matthew R. Gormley, Graham Neubig |
https://www.aclweb.org/anthology/P19-1018.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, train-transfer, train-active, pool-max, pool-mean, arch-rnn, arch-lstm, arch-gru, arch-bigru, arch-gating, arch-subword, pre-fasttext, pre-glove, task-lm, task-seq2seq |
1 |
Low-resource Deep Entity Resolution with Transfer and Active Learning |
Jungo Kasai, Kun Qian, Sairam Gurajada, Yunyao Li, Lucian Popa |
https://www.aclweb.org/anthology/P19-1586.pdf |
2019 |
ACL |
# arch-cnn, pre-fasttext |
0 |
Detecting Subevents using Discourse and Narrative Features |
Mohammed Aldawsari, Mark Finlayson |
https://www.aclweb.org/anthology/P19-1471.pdf |
2019 |
ACL |
# optim-projection, train-mll, arch-lstm, arch-cnn, arch-coverage, arch-subword, pre-fasttext, task-seq2seq |
0 |
SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings |
Chengyu Wang, Xiaofeng He, Aoying Zhou |
https://www.aclweb.org/anthology/P19-1169.pdf |
2019 |
ACL |
# optim-sgd, optim-adam, init-glorot, reg-dropout, reg-stopping, reg-patience, arch-lstm, arch-coverage, comb-ensemble, pre-fasttext, pre-glove, task-textclass, task-seq2seq |
0 |
Unraveling Antonym’s Word Vectors through a Siamese-like Network |
Mathias Etcheverry, Dina Wonsever |
https://www.aclweb.org/anthology/P19-1319.pdf |
2019 |
ACL |
# optim-adam, optim-projection, init-glorot, reg-dropout, train-mll, train-transfer, arch-rnn, arch-lstm, arch-bilstm, arch-att, arch-subword, pre-fasttext, pre-paravec, pre-bert, struct-crf, adv-train, task-textclass, task-seqlab, task-seq2seq, task-tree, task-lexicon, task-alignment |
3 |
Multi-Source Cross-Lingual Model Transfer: Learning What to Share |
Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang, Claire Cardie |
https://www.aclweb.org/anthology/P19-1299.pdf |
2019 |
EMNLP |
# optim-adam, pool-mean, arch-lstm, arch-att, arch-subword, pre-fasttext, task-textpair, task-condlm, task-seq2seq |
0 |
YouMakeup: A Large-Scale Domain-Specific Multimodal Dataset for Fine-Grained Semantic Comprehension |
Weiying Wang, Yongcheng Wang, Shizhe Chen, Qin Jin |
https://www.aclweb.org/anthology/D19-1517.pdf |
2019 |
EMNLP |
# train-transfer, arch-rnn, arch-lstm, arch-att, arch-subword, arch-transformer, search-beam, pre-fasttext, pre-glove, pre-bert, task-textclass, task-lm, task-seq2seq |
0 |
“Transforming” Delete, Retrieve, Generate Approach for Controlled Text Style Transfer |
Akhilesh Sudhakar, Bhargav Upadhyay, Arjun Maheswaran |
https://www.aclweb.org/anthology/D19-1322.pdf |
2019 |
EMNLP |
# arch-coverage, pre-fasttext, pre-bert, task-seq2seq |
0 |
Tanbih: Get To Know What You Are Reading |
Yifan Zhang, Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Jisun An, Haewoon Kwak, Todor Staykovski, Israa Jaradat, Georgi Karadzhov, Ramy Baly, Kareem Darwish, James Glass, Preslav Nakov |
https://www.aclweb.org/anthology/D19-3038.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-selfatt, arch-bilinear, arch-coverage, comb-ensemble, pre-fasttext, pre-glove, pre-elmo, pre-bert, task-lm, task-relation, task-tree |
0 |
Syntax-aware Multilingual Semantic Role Labeling |
Shexia He, Zuchao Li, Hai Zhao |
https://www.aclweb.org/anthology/D19-1538.pdf |
2019 |
EMNLP |
# optim-adam, reg-norm, train-mll, train-transfer, arch-rnn, arch-lstm, arch-att, arch-subword, pre-fasttext, pre-glove, pre-bert, latent-topic, task-textclass, task-lm, task-seq2seq, task-lexicon |
0 |
Cross-Cultural Transfer Learning for Text Classification |
Dor Ringel, Gal Lavee, Ido Guy, Kira Radinsky |
https://www.aclweb.org/anthology/D19-1400.pdf |
2019 |
EMNLP |
# optim-adam, arch-rnn, arch-lstm, arch-att, pre-word2vec, pre-fasttext, pre-glove, latent-topic, task-textclass, task-lm |
0 |
Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention |
Lei Cao, Huijun Zhang, Ling Feng, Zihan Wei, Xin Wang, Ningyun Li, Xiaohao He |
https://www.aclweb.org/anthology/D19-1181.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, train-mll, arch-att, arch-subword, arch-transformer, pre-fasttext, pre-bert, adv-train, task-lm, task-seq2seq, task-alignment |
0 |
Explicit Cross-lingual Pre-training for Unsupervised Machine Translation |
Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma |
https://www.aclweb.org/anthology/D19-1071.pdf |
2019 |
EMNLP |
# optim-projection, train-mll, arch-coverage, arch-subword, pre-fasttext, pre-bert, loss-svd, task-lm |
0 |
SEAGLE: A Platform for Comparative Evaluation of Semantic Encoders for Information Retrieval |
Fabian David Schmidt, Markus Dietsche, Simone Paolo Ponzetto, Goran Glavaš |
https://www.aclweb.org/anthology/D19-3034.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, arch-lstm, arch-att, arch-selfatt, arch-gating, arch-coverage, pre-fasttext, pre-bert, task-spanlab, task-lm |
1 |
Interactive Language Learning by Question Answering |
Xingdi Yuan, Marc-Alexandre Côté, Jie Fu, Zhouhan Lin, Chris Pal, Yoshua Bengio, Adam Trischler |
https://www.aclweb.org/anthology/D19-1280.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, reg-dropout, train-transfer, arch-rnn, arch-lstm, arch-gnn, arch-cnn, arch-att, pre-fasttext, task-textclass |
0 |
PRADO: Projection Attention Networks for Document Classification On-Device |
Prabhu Kaliamoorthi, Sujith Ravi, Zornitsa Kozareva |
https://www.aclweb.org/anthology/D19-1506.pdf |
2019 |
EMNLP |
# optim-sgd, optim-adam, train-mll, arch-rnn, arch-att, arch-bilinear, arch-subword, comb-ensemble, pre-fasttext, pre-elmo, pre-bert, loss-svd, task-lm, task-seq2seq, task-relation, task-alignment |
3 |
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing |
Yuxuan Wang, Wanxiang Che, Jiang Guo, Yijia Liu, Ting Liu |
https://www.aclweb.org/anthology/D19-1575.pdf |
2019 |
EMNLP |
# train-mll, arch-transformer, comb-ensemble, pre-fasttext, pre-bert, adv-train, loss-cca, loss-svd, task-seq2seq, task-relation, task-lexicon |
1 |
Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings |
Haozhou Wang, James Henderson, Paola Merlo |
https://www.aclweb.org/anthology/D19-1450.pdf |
2019 |
EMNLP |
# optim-adam, init-glorot, reg-dropout, arch-lstm, arch-cnn, arch-subword, pre-word2vec, pre-fasttext, pre-glove, pre-elmo, pre-bert |
0 |
An Improved Neural Baseline for Temporal Relation Extraction |
Qiang Ning, Sanjay Subramanian, Dan Roth |
https://www.aclweb.org/anthology/D19-1642.pdf |
2019 |
EMNLP |
# optim-adam, train-transfer, arch-rnn, arch-lstm, arch-att, pre-fasttext, pre-bert, loss-margin, loss-triplet, task-lm, task-condlm, task-seq2seq |
0 |
Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations |
Po-Yao Huang, Xiaojun Chang, Alexander Hauptmann |
https://www.aclweb.org/anthology/D19-1154.pdf |
2019 |
EMNLP |
# train-mll, train-transfer, arch-lstm, arch-bilstm, arch-att, arch-subword, pre-fasttext, struct-crf, adv-train, latent-vae, task-seqlab, task-seq2seq, task-lexicon |
1 |
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables |
Zihan Liu, Jamin Shin, Yan Xu, Genta Indra Winata, Peng Xu, Andrea Madotto, Pascale Fung |
https://www.aclweb.org/anthology/D19-1129.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, train-mll, train-transfer, pool-mean, arch-att, arch-transformer, pre-fasttext, pre-bert, loss-cca, task-spanlab, task-lm, task-seq2seq, task-lexicon |
0 |
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model |
Tsung-Yuan Hsu, Chi-Liang Liu, Hung-yi Lee |
https://www.aclweb.org/anthology/D19-1607.pdf |
2019 |
EMNLP |
# arch-rnn, arch-coverage, pre-fasttext, pre-glove, task-textpair |
0 |
Identifying and Explaining Discriminative Attributes |
Armins Stepanjans, André Freitas |
https://www.aclweb.org/anthology/D19-1440.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, reg-dropout, train-mtl, train-mll, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-selfatt, arch-bilinear, arch-subword, comb-ensemble, pre-word2vec, pre-fasttext, pre-elmo, struct-crf, task-lm, task-seq2seq, task-relation, task-tree |
0 |
Semi-Supervised Semantic Role Labeling with Cross-View Training |
Rui Cai, Mirella Lapata |
https://www.aclweb.org/anthology/D19-1094.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, reg-dropout, pool-max, arch-rnn, arch-lstm, arch-gru, arch-att, arch-subword, search-beam, pre-fasttext, pre-bert, task-textclass, task-lm, task-seq2seq, task-cloze |
1 |
Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects |
Jianmo Ni, Jiacheng Li, Julian McAuley |
https://www.aclweb.org/anthology/D19-1018.pdf |
2019 |
EMNLP |
# norm-batch, arch-rnn, arch-lstm, arch-att, arch-transformer, pre-fasttext, pre-elmo, pre-bert, nondif-gumbelsoftmax, task-textclass, task-seq2seq, task-relation, task-lexicon |
0 |
What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition |
Ting-Yun Chang, Yun-Nung Chen |
https://www.aclweb.org/anthology/D19-1627.pdf |
2019 |
EMNLP |
# optim-adam, train-transfer, train-active, arch-rnn, arch-att, arch-selfatt, arch-coverage, arch-subword, arch-transformer, search-beam, pre-fasttext, pre-bert, task-textclass, task-lm, task-condlm, task-seq2seq |
14 |
Learning to Speak and Act in a Fantasy Text Adventure Game |
Jack Urbanek, Angela Fan, Siddharth Karamcheti, Saachi Jain, Samuel Humeau, Emily Dinan, Tim Rocktäschel, Douwe Kiela, Arthur Szlam, Jason Weston |
https://www.aclweb.org/anthology/D19-1062.pdf |
2019 |
EMNLP |
# train-mll, arch-att, search-greedy, pre-word2vec, pre-fasttext, pre-glove, task-textclass, task-lm, task-seq2seq |
2 |
On Efficient Retrieval of Top Similarity Vectors |
Shulong Tan, Zhixin Zhou, Zhaozhuo Xu, Ping Li |
https://www.aclweb.org/anthology/D19-1527.pdf |
2019 |
EMNLP |
# optim-adam, train-mtl, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-bilinear, comb-ensemble, pre-fasttext, pre-elmo, latent-vae, task-textclass, task-seq2seq, task-tree |
1 |
Capturing Argument Interaction in Semantic Role Labeling with Capsule Networks |
Xinchi Chen, Chunchuan Lyu, Ivan Titov |
https://www.aclweb.org/anthology/D19-1544.pdf |
2019 |
EMNLP |
# optim-projection, train-mll, arch-lstm, arch-bilstm, pre-fasttext, task-seqlab, task-seq2seq |
1 |
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels |
Lukas Lange, Michael A. Hedderich, Dietrich Klakow |
https://www.aclweb.org/anthology/D19-1362.pdf |
2019 |
EMNLP |
# optim-sgd, reg-dropout, pool-mean, arch-lstm, arch-bilstm, arch-att, arch-coverage, arch-subword, pre-fasttext, pre-glove, pre-elmo, pre-bert, task-textpair, task-lm |
1 |
Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs |
Soumya Sharma, Bishal Santra, Abhik Jana, Santosh Tokala, Niloy Ganguly, Pawan Goyal |
https://www.aclweb.org/anthology/D19-1631.pdf |
2019 |
EMNLP |
# optim-adam, arch-lstm, arch-transformer, pre-fasttext, pre-glove, pre-elmo, pre-bert, task-lm |
0 |
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings |
Kawin Ethayarajh |
https://www.aclweb.org/anthology/D19-1006.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, norm-layer, train-mtl, train-mll, arch-subword, pre-word2vec, pre-fasttext, pre-glove, pre-skipthought, pre-elmo, loss-svd, task-textpair, task-seq2seq |
0 |
Parameter-free Sentence Embedding via Orthogonal Basis |
Ziyi Yang, Chenguang Zhu, Weizhu Chen |
https://www.aclweb.org/anthology/D19-1059.pdf |
2019 |
EMNLP |
# optim-projection, arch-subword, pre-fasttext, loss-cca, loss-svd |
0 |
Quantifying the Semantic Core of Gender Systems |
Adina Williams, Damian Blasi, Lawrence Wolf-Sonkin, Hanna Wallach, Ryan Cotterell |
https://www.aclweb.org/anthology/D19-1577.pdf |
2019 |
EMNLP |
# optim-adam, arch-subword, pre-fasttext, task-lexicon |
2 |
Analytical Methods for Interpretable Ultradense Word Embeddings |
Philipp Dufter, Hinrich Schütze |
https://www.aclweb.org/anthology/D19-1111.pdf |
2019 |
EMNLP |
# train-mll, arch-subword, pre-fasttext, adv-train, task-lexicon |
0 |
Multilingual word translation using auxiliary languages |
Hagai Taitelbaum, Gal Chechik, Jacob Goldberger |
https://www.aclweb.org/anthology/D19-1134.pdf |
2019 |
EMNLP |
# optim-adam, init-glorot, reg-dropout, reg-decay, train-mtl, pool-max, arch-rnn, arch-lstm, arch-bilstm, arch-gnn, arch-att, pre-fasttext, pre-glove, task-textclass |
0 |
Text Level Graph Neural Network for Text Classification |
Lianzhe Huang, Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang |
https://www.aclweb.org/anthology/D19-1345.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, train-mll, arch-rnn, arch-lstm, arch-bilstm, arch-att, arch-selfatt, pre-fasttext, pre-elmo, pre-bert, struct-crf, task-spanlab, task-lm, task-seq2seq, task-cloze |
0 |
Learning with Limited Data for Multilingual Reading Comprehension |
Kyungjae Lee, Sunghyun Park, Hojae Han, Jinyoung Yeo, Seung-won Hwang, Juho Lee |
https://www.aclweb.org/anthology/D19-1283.pdf |
2019 |
EMNLP |
# arch-lstm, arch-bilstm, arch-att, arch-bilinear, arch-coverage, arch-subword, pre-word2vec, pre-fasttext, pre-glove, pre-elmo, pre-bert, latent-topic, task-textclass, task-lm, task-seq2seq |
0 |
Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation |
Rocco Tripodi, Roberto Navigli |
https://www.aclweb.org/anthology/D19-1009.pdf |
2019 |
EMNLP |
# optim-adam, init-glorot, reg-dropout, reg-stopping, arch-cnn, comb-ensemble, pre-fasttext, task-textclass, task-seqlab |
0 |
Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks |
Hailong Jin, Lei Hou, Juanzi Li, Tiansi Dong |
https://www.aclweb.org/anthology/D19-1502.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, train-mll, arch-lstm, arch-att, arch-bilinear, pre-fasttext, loss-nce, task-textclass, task-lexicon, task-alignment |
0 |
Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation |
Yogarshi Vyas, Marine Carpuat |
https://www.aclweb.org/anthology/D19-1532.pdf |
2019 |
EMNLP |
# optim-adam, train-augment, arch-lstm, arch-att, arch-coverage, arch-transformer, pre-fasttext, task-seqlab, task-lm, task-seq2seq, task-tree, task-alignment |
0 |
Handling Syntactic Divergence in Low-resource Machine Translation |
Chunting Zhou, Xuezhe Ma, Junjie Hu, Graham Neubig |
https://www.aclweb.org/anthology/D19-1143.pdf |
2019 |
EMNLP |
# optim-adam, arch-cnn, arch-att, pre-fasttext, pre-bert, task-spanlab, task-seq2seq |
0 |
Finding Generalizable Evidence by Learning to Convince Q&A Models |
Ethan Perez, Siddharth Karamcheti, Rob Fergus, Jason Weston, Douwe Kiela, Kyunghyun Cho |
https://www.aclweb.org/anthology/D19-1244.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, norm-layer, pool-max, pool-mean, arch-lstm, arch-bilstm, arch-att, arch-coverage, comb-ensemble, pre-fasttext, pre-glove, task-textpair, task-condlm |
0 |
Asynchronous Deep Interaction Network for Natural Language Inference |
Di Liang, Fubao Zhang, Qi Zhang, Xuanjing Huang |
https://www.aclweb.org/anthology/D19-1271.pdf |
2019 |
EMNLP |
# init-glorot, arch-lstm, arch-gru, search-sampling, pre-fasttext, latent-vae, task-textclass, task-lm, task-seq2seq |
1 |
Implicit Deep Latent Variable Models for Text Generation |
Le Fang, Chunyuan Li, Jianfeng Gao, Wen Dong, Changyou Chen |
https://www.aclweb.org/anthology/D19-1407.pdf |
2019 |
EMNLP |
# optim-adam, reg-stopping, arch-lstm, arch-bilstm, arch-gru, arch-att, pre-fasttext, pre-glove, pre-bert, task-textclass, task-lm, task-seq2seq |
1 |
The Role of Pragmatic and Discourse Context in Determining Argument Impact |
Esin Durmus, Faisal Ladhak, Claire Cardie |
https://www.aclweb.org/anthology/D19-1568.pdf |
2019 |
EMNLP |
# train-mtl, pre-fasttext, task-textclass |
0 |
Incorporating Label Dependencies in Multilabel Stance Detection |
William Ferreira, Andreas Vlachos |
https://www.aclweb.org/anthology/D19-1665.pdf |
2019 |
EMNLP |
# optim-adadelta, reg-stopping, pool-max, pool-mean, arch-rnn, arch-lstm, arch-gru, arch-cnn, arch-att, arch-selfatt, arch-transformer, pre-word2vec, pre-fasttext, pre-glove, pre-bert, task-textclass, task-seq2seq |
0 |
Enhancing Local Feature Extraction with Global Representation for Neural Text Classification |
Guocheng Niu, Hengru Xu, Bolei He, Xinyan Xiao, Hua Wu, Sheng Gao |
https://www.aclweb.org/anthology/D19-1047.pdf |
2019 |
EMNLP |
# arch-rnn, arch-lstm, arch-subword, arch-transformer, comb-ensemble, pre-fasttext, task-textclass, task-lm, task-seq2seq |
0 |
uniblock: Scoring and Filtering Corpus with Unicode Block Information |
Yingbo Gao, Weiyue Wang, Hermann Ney |
https://www.aclweb.org/anthology/D19-1133.pdf |
2019 |
EMNLP |
# reg-dropout, train-transfer, pool-max, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-subword, pre-fasttext |
0 |
Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization |
Yingchi Liu, Quanzhi Li, Marika Cifor, Xiaozhong Liu, Qiong Zhang, Luo Si |
https://www.aclweb.org/anthology/D19-1237.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, train-transfer, arch-rnn, arch-lstm, arch-gru, arch-att, arch-subword, pre-fasttext, pre-glove, pre-elmo, pre-bert, loss-nce, task-textclass, task-textpair, task-lm, task-cloze |
0 |
Multi-label Categorization of Accounts of Sexism using a Neural Framework |
Pulkit Parikh, Harika Abburi, Pinkesh Badjatiya, Radhika Krishnan, Niyati Chhaya, Manish Gupta, Vasudeva Varma |
https://www.aclweb.org/anthology/D19-1174.pdf |
2019 |
EMNLP |
# optim-adam, train-mtl, train-mll, pool-max, arch-subword, arch-transformer, pre-word2vec, pre-fasttext, pre-glove, pre-elmo, pre-bert, latent-vae, task-textclass, task-textpair, task-seq2seq |
0 |
Correlations between Word Vector Sets |
Vitalii Zhelezniak, April Shen, Daniel Busbridge, Aleksandar Savkov, Nils Hammerla |
https://www.aclweb.org/anthology/D19-1008.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, train-mll, arch-subword, pre-fasttext, task-lm, task-seq2seq, task-lexicon |
1 |
Examining Gender Bias in Languages with Grammatical Gender |
Pei Zhou, Weijia Shi, Jieyu Zhao, Kuan-Hao Huang, Muhao Chen, Ryan Cotterell, Kai-Wei Chang |
https://www.aclweb.org/anthology/D19-1531.pdf |
2019 |
EMNLP |
# optim-projection, train-mtl, arch-cnn, arch-att, arch-coverage, arch-subword, arch-transformer, comb-ensemble, pre-word2vec, pre-fasttext, pre-glove, pre-skipthought, pre-elmo, pre-bert, task-textclass, task-textpair, task-spanlab, task-lm, task-cloze |
9 |
Patient Knowledge Distillation for BERT Model Compression |
Siqi Sun, Yu Cheng, Zhe Gan, Jingjing Liu |
https://www.aclweb.org/anthology/D19-1441.pdf |
2019 |
EMNLP |
# optim-adam, reg-stopping, reg-patience, arch-lstm, arch-att, arch-bilinear, arch-subword, pre-word2vec, pre-fasttext, pre-glove, task-textpair, task-seqlab, task-lm, task-relation, task-tree |
0 |
LINSPECTOR WEB: A Multilingual Probing Suite for Word Representations |
Max Eichler, Gözde Gül Şahin, Iryna Gurevych |
https://www.aclweb.org/anthology/D19-3022.pdf |
2019 |
EMNLP |
# optim-adam, init-glorot, train-mll, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-bilinear, arch-subword, arch-transformer, comb-ensemble, search-greedy, search-beam, pre-word2vec, pre-fasttext, pre-glove, pre-elmo, pre-bert, task-lm, task-seq2seq, task-relation |
0 |
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited |
Artur Kulmizev, Miryam de Lhoneux, Johannes Gontrum, Elena Fano, Joakim Nivre |
https://www.aclweb.org/anthology/D19-1277.pdf |
2019 |
EMNLP |
# optim-sgd, optim-adam, optim-adagrad, optim-projection, reg-dropout, train-mll, arch-rnn, arch-cnn, arch-bilinear, arch-subword, pre-fasttext, pre-glove, task-textclass, task-lm, task-lexicon |
0 |
Cross-lingual Semantic Specialization via Lexical Relation Induction |
Edoardo Maria Ponti, Ivan Vulić, Goran Glavaš, Roi Reichart, Anna Korhonen |
https://www.aclweb.org/anthology/D19-1226.pdf |
2019 |
EMNLP |
# optim-sgd, optim-adam, optim-projection, init-glorot, reg-dropout, train-mll, train-transfer, pool-max, arch-lstm, arch-treelstm, arch-cnn, arch-att, arch-subword, pre-fasttext, adv-train, task-textclass, task-seqlab, task-seq2seq, task-relation, task-alignment |
0 |
Cross-lingual Structure Transfer for Relation and Event Extraction |
Ananya Subburathinam, Di Lu, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, Clare Voss |
https://www.aclweb.org/anthology/D19-1030.pdf |
2019 |
EMNLP |
# optim-adam, train-mll, arch-att, arch-bilinear, arch-coverage, arch-subword, arch-transformer, comb-ensemble, pre-fasttext, pre-bert, latent-vae, loss-nce, task-seqlab, task-relation, task-alignment |
0 |
Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing |
Tao Meng, Nanyun Peng, Kai-Wei Chang |
https://www.aclweb.org/anthology/D19-1103.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, norm-batch, arch-rnn, arch-lstm, arch-cnn, arch-att, arch-transformer, pre-fasttext, pre-glove, pre-use, task-textclass, task-textpair, task-lm, task-condlm, task-seq2seq |
0 |
Semantic Relatedness Based Re-ranker for Text Spotting |
Ahmed Sabir, Francesc Moreno, Lluís Padró |
https://www.aclweb.org/anthology/D19-1346.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, reg-dropout, train-mll, arch-att, arch-subword, arch-transformer, comb-ensemble, search-viterbi, pre-fasttext, pre-glove, struct-crf, task-seqlab, task-lm, task-seq2seq, task-lexicon |
0 |
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition |
Genta Indra Winata, Zhaojiang Lin, Jamin Shin, Zihan Liu, Pascale Fung |
https://www.aclweb.org/anthology/D19-1360.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, reg-stopping, train-mtl, train-transfer, arch-lstm, arch-bilstm, arch-att, arch-coverage, comb-ensemble, pre-fasttext, pre-elmo, pre-bert, task-textclass |
0 |
Label Embedding using Hierarchical Structure of Labels for Twitter Classification |
Taro Miyazaki, Kiminobu Makino, Yuka Takei, Hiroki Okamoto, Jun Goto |
https://www.aclweb.org/anthology/D19-1660.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, reg-stopping, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-bilinear, arch-coverage, arch-subword, arch-transformer, comb-ensemble, pre-fasttext, pre-elmo, struct-crf, latent-vae, task-seqlab, task-lm, task-seq2seq, task-relation, task-tree |
0 |
Semantic Role Labeling with Iterative Structure Refinement |
Chunchuan Lyu, Shay B. Cohen, Ivan Titov |
https://www.aclweb.org/anthology/D19-1099.pdf |
2019 |
EMNLP |
# train-mll, train-augment, arch-rnn, arch-cnn, arch-att, arch-coverage, arch-subword, pre-fasttext, task-relation |
0 |
Weakly Supervised Multilingual Causality Extraction from Wikipedia |
Chikara Hashimoto |
https://www.aclweb.org/anthology/D19-1296.pdf |
2019 |
EMNLP |
# optim-sgd, optim-adam, reg-dropout, train-active, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, comb-ensemble, pre-fasttext, task-textclass, task-lm, meta-arch |
0 |
Sampling Bias in Deep Active Classification: An Empirical Study |
Ameya Prabhu, Charles Dognin, Maneesh Singh |
https://www.aclweb.org/anthology/D19-1417.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, init-glorot, train-mll, train-transfer, train-augment, arch-lstm, arch-transformer, pre-fasttext, pre-bert, loss-nce, task-textclass, task-lm, task-seq2seq, task-relation |
0 |
A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages |
Clara Vania, Yova Kementchedjhieva, Anders Søgaard, Adam Lopez |
https://www.aclweb.org/anthology/D19-1102.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, reg-stopping, pool-max, arch-lstm, arch-bilstm, arch-att, arch-gating, arch-transformer, comb-ensemble, pre-fasttext, pre-bert, task-seqlab, task-spanlab |
3 |
Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases |
Christopher Clark, Mark Yatskar, Luke Zettlemoyer |
https://www.aclweb.org/anthology/D19-1418.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, arch-rnn, arch-lstm, arch-transformer, pre-fasttext, pre-bert, latent-topic |
0 |
The Trumpiest Trump? Identifying a Subject’s Most Characteristic Tweets |
Charuta Pethe, Steve Skiena |
https://www.aclweb.org/anthology/D19-1175.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, reg-norm, train-mtl, arch-rnn, arch-lstm, arch-bilstm, arch-gru, arch-cnn, arch-att, arch-subword, pre-fasttext, task-textclass, task-seq2seq |
0 |
Multi-Task Stance Detection with Sentiment and Stance Lexicons |
Yingjie Li, Cornelia Caragea |
https://www.aclweb.org/anthology/D19-1657.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, train-augment, arch-att, arch-transformer, comb-ensemble, pre-fasttext, pre-bert, adv-examp, adv-train, task-textclass, task-lm, task-cloze |
1 |
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification |
Yichao Zhou, Jyun-Yu Jiang, Kai-Wei Chang, Wei Wang |
https://www.aclweb.org/anthology/D19-1496.pdf |
2019 |
EMNLP |
# train-mtl, arch-lstm, arch-cnn, arch-att, pre-fasttext, pre-elmo, pre-bert, task-relation |
0 |
A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature |
He Zhao, Zhunchen Luo, Chong Feng, Anqing Zheng, Xiaopeng Liu |
https://www.aclweb.org/anthology/D19-1524.pdf |
2019 |
EMNLP |
# arch-rnn, arch-lstm, arch-bilstm, pre-fasttext, struct-crf, task-textclass, task-seq2seq |
0 |
A System for Diacritizing Four Varieties of Arabic |
Hamdy Mubarak, Ahmed Abdelali, Kareem Darwish, Mohamed Eldesouki, Younes Samih, Hassan Sajjad |
https://www.aclweb.org/anthology/D19-3037.pdf |
2019 |
EMNLP |
# reg-dropout, reg-stopping, reg-patience, arch-lstm, arch-cnn, search-viterbi, pre-word2vec, pre-fasttext, pre-elmo, pre-bert |
0 |
HARE: a Flexible Highlighting Annotator for Ranking and Exploration |
Denis Newman-Griffis, Eric Fosler-Lussier |
https://www.aclweb.org/anthology/D19-3015.pdf |
2019 |
EMNLP |
# train-mll, arch-att, arch-subword, pre-fasttext, loss-svd, task-lexicon |
0 |
Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced Languages |
Masud Moshtaghi |
https://www.aclweb.org/anthology/D19-1076.pdf |
2019 |
EMNLP |
# optim-projection, train-mll, arch-subword, pre-fasttext, adv-train, latent-vae, loss-svd, task-lexicon |
1 |
A Multi-Pairwise Extension of Procrustes Analysis for Multilingual Word Translation |
Hagai Taitelbaum, Gal Chechik, Jacob Goldberger |
https://www.aclweb.org/anthology/D19-1363.pdf |
2019 |
EMNLP |
# arch-cnn, arch-att, pre-fasttext, pre-glove, pre-bert, loss-nce, task-textclass |
0 |
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction |
Stefan Larson, Anish Mahendran, Joseph J. Peper, Christopher Clarke, Andrew Lee, Parker Hill, Jonathan K. Kummerfeld, Kevin Leach, Michael A. Laurenzano, Lingjia Tang, Jason Mars |
https://www.aclweb.org/anthology/D19-1131.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, train-mll, arch-lstm, arch-att, arch-selfatt, arch-subword, arch-transformer, pre-fasttext, pre-glove, task-seq2seq |
0 |
Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space |
Kawin Ethayarajh |
https://www.aclweb.org/anthology/D19-1354.pdf |
2019 |
EMNLP |
# arch-lstm, arch-bilstm, pre-fasttext, struct-crf, loss-nce |
0 |
FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning |
Jonas Pfeiffer, Christian M. Meyer, Claudia Schulz, Jan Kiesewetter, Jan Zottmann, Michael Sailer, Elisabeth Bauer, Frank Fischer, Martin R. Fischer, Iryna Gurevych |
https://www.aclweb.org/anthology/D19-3013.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, reg-dropout, train-mll, train-transfer, arch-coverage, arch-subword, pre-fasttext, loss-svd, task-textpair, task-lm, task-seq2seq, task-relation, task-lexicon, task-alignment |
0 |
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? |
Ivan Vulić, Goran Glavaš, Roi Reichart, Anna Korhonen |
https://www.aclweb.org/anthology/D19-1449.pdf |
2019 |
EMNLP |
# optim-sgd, optim-adam, optim-projection, arch-rnn, arch-lstm, arch-bilstm, arch-gru, arch-gnn, arch-cnn, arch-att, pre-word2vec, pre-fasttext, task-textclass, task-seq2seq |
0 |
ProSeqo: Projection Sequence Networks for On-Device Text Classification |
Zornitsa Kozareva, Sujith Ravi |
https://www.aclweb.org/anthology/D19-1402.pdf |
2019 |
EMNLP |
# train-mll, arch-lstm, arch-bilstm, arch-att, arch-subword, pre-fasttext, pre-bert, task-seqlab, task-lm, task-relation |
3 |
Small and Practical BERT Models for Sequence Labeling |
Henry Tsai, Jason Riesa, Melvin Johnson, Naveen Arivazhagan, Xin Li, Amelia Archer |
https://www.aclweb.org/anthology/D19-1374.pdf |
2019 |
EMNLP |
# optim-projection, train-mll, train-transfer, arch-lstm, arch-att, arch-coverage, arch-subword, arch-transformer, comb-ensemble, pre-word2vec, pre-fasttext, pre-glove, pre-skipthought, pre-elmo, pre-bert, pre-use, adv-train, loss-cca, task-textclass, task-textpair, task-lm, task-seq2seq, task-cloze |
0 |
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection |
Nina Poerner, Hinrich Schütze |
https://www.aclweb.org/anthology/D19-1173.pdf |
2019 |
EMNLP |
# train-mll, arch-lstm, arch-bilstm, arch-transformer, pre-fasttext, pre-bert, adv-examp, task-textpair, task-condlm, task-seq2seq |
1 |
PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification |
Yinfei Yang, Yuan Zhang, Chris Tar, Jason Baldridge |
https://www.aclweb.org/anthology/D19-1382.pdf |
2019 |
EMNLP |
# arch-lstm, arch-bilstm, arch-cnn, pre-fasttext, pre-glove, pre-bert, adv-examp, adv-train, task-textclass, task-spanlab, task-seq2seq |
3 |
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack |
Emily Dinan, Samuel Humeau, Bharath Chintagunta, Jason Weston |
https://www.aclweb.org/anthology/D19-1461.pdf |
2019 |
NAA-CL |
# pre-fasttext, task-textclass |
9 |
Detection of Abusive Language: the Problem of Biased Datasets |
Michael Wiegand, Josef Ruppenhofer, Thomas Kleinbauer |
https://www.aclweb.org/anthology/N19-1060.pdf |
2019 |
NAA-CL |
# pre-word2vec, pre-fasttext |
0 |
Fast Concept Mention Grouping for Concept Map-based Multi-Document Summarization |
Tobias Falke, Iryna Gurevych |
https://www.aclweb.org/anthology/N19-1074.pdf |
2019 |
NAA-CL |
# pool-mean, arch-lstm, arch-cnn, arch-att, arch-selfatt, comb-ensemble, pre-fasttext, pre-glove, struct-crf, loss-cca, loss-margin, task-textclass |
1 |
Ranking-Based Autoencoder for Extreme Multi-label Classification |
Bingyu Wang, Li Chen, Wei Sun, Kechen Qin, Kefeng Li, Hui Zhou |
https://www.aclweb.org/anthology/N19-1289.pdf |
2019 |
NAA-CL |
# optim-sgd, optim-adam, optim-projection, arch-rnn, arch-birnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, pre-fasttext, pre-glove, task-textclass, task-textpair, task-condlm, task-seq2seq |
59 |
Attention is not Explanation |
Sarthak Jain, Byron C. Wallace |
https://www.aclweb.org/anthology/N19-1357.pdf |
2019 |
NAA-CL |
# optim-sgd, train-mll, arch-lstm, arch-bilstm, arch-att, arch-coverage, arch-subword, pre-fasttext, pre-glove, struct-crf, latent-vae, loss-svd, task-seqlab, task-lm |
1 |
Misspelling Oblivious Word Embeddings |
Aleksandra Piktus, Necati Bora Edizel, Piotr Bojanowski, Edouard Grave, Rui Ferreira, Fabrizio Silvestri |
https://www.aclweb.org/anthology/N19-1326.pdf |
2019 |
NAA-CL |
# optim-adam, pool-max, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-subword, comb-ensemble, pre-word2vec, pre-fasttext, pre-glove, latent-vae, task-seq2seq, task-relation |
1 |
Detecting Cybersecurity Events from Noisy Short Text |
Semih Yagcioglu, Mehmet Saygin Seyfioglu, Begum Citamak, Batuhan Bardak, Seren Guldamlasioglu, Azmi Yuksel, Emin Islam Tatli |
https://www.aclweb.org/anthology/N19-1138.pdf |
2019 |
NAA-CL |
# optim-adam, train-mtl, train-mll, arch-att, arch-subword, arch-transformer, pre-word2vec, pre-fasttext, pre-glove, pre-elmo, pre-use, latent-vae, task-textclass, task-textpair, task-seq2seq |
2 |
Correlation Coefficients and Semantic Textual Similarity |
Vitalii Zhelezniak, Aleksandar Savkov, April Shen, Nils Hammerla |
https://www.aclweb.org/anthology/N19-1100.pdf |
2019 |
NAA-CL |
# optim-adam, optim-projection, init-glorot, reg-dropout, train-mll, train-transfer, arch-rnn, arch-lstm, arch-cnn, arch-att, arch-memo, arch-subword, pre-fasttext, struct-crf, adv-train, loss-svd, task-seqlab, task-lm, task-lexicon, task-alignment |
0 |
Zero-Shot Cross-Lingual Opinion Target Extraction |
Soufian Jebbara, Philipp Cimiano |
https://www.aclweb.org/anthology/N19-1257.pdf |
2019 |
NAA-CL |
# optim-adam, reg-dropout, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-transformer, comb-ensemble, pre-fasttext, task-textclass, task-seq2seq, task-tree |
2 |
Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems |
Ting-Rui Chiang, Yun-Nung Chen |
https://www.aclweb.org/anthology/N19-1272.pdf |
2019 |
NAA-CL |
# optim-adam, reg-dropout, arch-rnn, arch-lstm, arch-att, arch-subword, pre-fasttext, pre-glove, adv-examp, task-seq2seq |
5 |
Neural Machine Translation of Text from Non-Native Speakers |
Antonios Anastasopoulos, Alison Lui, Toan Q. Nguyen, David Chiang |
https://www.aclweb.org/anthology/N19-1311.pdf |
2019 |
NAA-CL |
# train-mll, arch-lstm, arch-subword, pre-fasttext, pre-elmo, loss-svd, task-lm, task-seq2seq, task-relation, task-alignment |
8 |
Context-Aware Cross-Lingual Mapping |
Hanan Aldarmaki, Mona Diab |
https://www.aclweb.org/anthology/N19-1391.pdf |
2019 |
NAA-CL |
# optim-adam, optim-adagrad, optim-adadelta, optim-projection, reg-dropout, reg-norm, train-mll, train-active, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-gating, arch-bilinear, arch-subword, comb-ensemble, pre-fasttext, pre-elmo, pre-bert, struct-crf, task-seqlab, task-lm, task-seq2seq, task-relation, task-lexicon |
7 |
Polyglot Contextual Representations Improve Crosslingual Transfer |
Phoebe Mulcaire, Jungo Kasai, Noah A. Smith |
https://www.aclweb.org/anthology/N19-1392.pdf |
2019 |
NAA-CL |
# optim-adam, init-glorot, reg-dropout, norm-layer, arch-rnn, arch-lstm, arch-att, arch-coverage, pre-fasttext, loss-svd, task-condlm |
2 |
AudioCaps: Generating Captions for Audios in The Wild |
Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee, Gunhee Kim |
https://www.aclweb.org/anthology/N19-1011.pdf |
2019 |
NAA-CL |
# reg-dropout, train-mll, pre-fasttext |
0 |
Combining Discourse Markers and Cross-lingual Embeddings for Synonym–Antonym Classification |
Michael Roth, Shyam Upadhyay |
https://www.aclweb.org/anthology/N19-1390.pdf |
2019 |
NAA-CL |
# optim-projection, reg-patience, train-mll, arch-lstm, arch-att, pre-fasttext, adv-train, loss-cca, loss-svd, task-seq2seq, task-relation, task-lexicon, task-alignment |
3 |
Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs |
Geert Heyman, Bregt Verreet, Ivan Vulić, Marie-Francine Moens |
https://www.aclweb.org/anthology/N19-1188.pdf |
2019 |
NAA-CL |
# optim-adam, reg-dropout, arch-rnn, arch-lstm, arch-gru, arch-cnn, arch-att, arch-subword, pre-fasttext, task-textclass, task-seqlab |
1 |
Detecting Customer Complaint Escalation with Recurrent Neural Networks and Manually-Engineered Features |
Wei Yang, Luchen Tan, Chunwei Lu, Anqi Cui, Han Li, Xi Chen, Kun Xiong, Muzi Wang, Ming Li, Jian Pei, Jimmy Lin |
https://www.aclweb.org/anthology/N19-2008.pdf |
2019 |
NAA-CL |
# optim-adam, optim-projection, reg-dropout, reg-stopping, norm-gradient, arch-lstm, arch-bilstm, arch-cnn, arch-att, pre-fasttext, pre-elmo, struct-crf, adv-examp, adv-train, task-textclass, task-lm, task-condlm |
3 |
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems |
Steffen Eger, Gözde Gül Şahin, Andreas Rücklé, Ji-Ung Lee, Claudia Schulz, Mohsen Mesgar, Krishnkant Swarnkar, Edwin Simpson, Iryna Gurevych |
https://www.aclweb.org/anthology/N19-1165.pdf |
2019 |
NAA-CL |
# optim-adam, optim-projection, train-mll, arch-subword, pre-fasttext, latent-vae, loss-svd, task-seq2seq, task-relation, task-lexicon, task-alignment |
5 |
Density Matching for Bilingual Word Embedding |
Chunting Zhou, Xuezhe Ma, Di Wang, Graham Neubig |
https://www.aclweb.org/anthology/N19-1161.pdf |
2019 |
NAA-CL |
# train-mll, arch-att, pre-fasttext, pre-glove, pre-skipthought, pre-elmo, pre-bert, loss-svd, task-seq2seq |
0 |
Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition |
Shima Asaadi, Saif Mohammad, Svetlana Kiritchenko |
https://www.aclweb.org/anthology/N19-1050.pdf |
2019 |
NAA-CL |
# arch-lstm, arch-att, arch-coverage, pre-fasttext, pre-glove, pre-elmo, pre-use, task-textclass, task-relation, task-tree |
0 |
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems |
Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill, Michael A. Laurenzano, Johann Hauswald, Lingjia Tang, Jason Mars |
https://www.aclweb.org/anthology/N19-1051.pdf |
2019 |
NAA-CL |
# optim-adam, optim-projection, reg-dropout, reg-stopping, train-mll, train-transfer, arch-lstm, arch-bilstm, arch-att, arch-bilinear, arch-subword, comb-ensemble, pre-fasttext, pre-elmo, pre-bert, loss-nce, task-textclass, task-lm, task-seq2seq, task-relation, task-lexicon |
12 |
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing |
Tal Schuster, Ori Ram, Regina Barzilay, Amir Globerson |
https://www.aclweb.org/anthology/N19-1162.pdf |
2019 |
NAA-CL |
# optim-adam, arch-rnn, arch-att, arch-selfatt, arch-subword, pre-fasttext |
5 |
Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts |
Timo Schick, Hinrich Schütze |
https://www.aclweb.org/anthology/N19-1048.pdf |
2019 |
NAA-CL |
# optim-adam, init-glorot, reg-labelsmooth, norm-layer, pool-max, arch-rnn, arch-cnn, arch-att, arch-selfatt, arch-memo, pre-fasttext, latent-vae, task-extractive, task-seq2seq |
9 |
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks |
Byeongchang Kim, Hyunwoo Kim, Gunhee Kim |
https://www.aclweb.org/anthology/N19-1260.pdf |
2019 |
NAA-CL |
# arch-att, arch-coverage, arch-subword, pre-fasttext, pre-glove, pre-skipthought, pre-use, task-textpair |
0 |
Evaluating Composition Models for Verb Phrase Elliptical Sentence Embeddings |
Gijs Wijnholds, Mehrnoosh Sadrzadeh |
https://www.aclweb.org/anthology/N19-1023.pdf |
2019 |
NAA-CL |
# train-mll, train-active, arch-att, pre-fasttext, pre-use, task-textclass, task-textpair, task-lm, task-seq2seq |
0 |
A Study of Incorrect Paraphrases in Crowdsourced User Utterances |
Mohammad-Ali Yaghoub-Zadeh-Fard, Boualem Benatallah, Moshe Chai Barukh, Shayan Zamanirad |
https://www.aclweb.org/anthology/N19-1026.pdf |
2019 |
NAA-CL |
# optim-projection, reg-dropout, pool-max, arch-rnn, arch-lstm, arch-att, comb-ensemble, pre-fasttext, task-textpair, task-lm |
5 |
CNM: An Interpretable Complex-valued Network for Matching |
Qiuchi Li, Benyou Wang, Massimo Melucci |
https://www.aclweb.org/anthology/N19-1420.pdf |
2019 |
NAA-CL |
# reg-dropout, train-mll, train-transfer, arch-lstm, arch-bilstm, arch-recnn, arch-att, arch-selfatt, arch-coverage, arch-subword, pre-fasttext, adv-train, task-seq2seq |
3 |
Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages |
Rudra Murthy, Anoop Kunchukuttan, Pushpak Bhattacharyya |
https://www.aclweb.org/anthology/N19-1387.pdf |