Year |
Conf. |
Topic |
Cited |
Paper |
Authors |
Url |
2019 |
ACL |
# arch-lstm, arch-gnn, arch-cnn, arch-att, arch-bilinear, pre-glove, latent-vae, loss-nce, task-seqlab, task-condlm, task-seq2seq, task-relation |
1 |
Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization |
Paul Pu Liang, Zhun Liu, Yao-Hung Hubert Tsai, Qibin Zhao, Ruslan Salakhutdinov, Louis-Philippe Morency |
https://www.aclweb.org/anthology/P19-1152.pdf |
2019 |
ACL |
# train-transfer, arch-lstm, arch-bilstm, arch-att, arch-bilinear |
0 |
Reversing Gradients in Adversarial Domain Adaptation for Question Deduplication and Textual Entailment Tasks |
Anush Kamath, Sparsh Gupta, Vitor Carvalho |
https://www.aclweb.org/anthology/P19-1556.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-sgd, reg-dropout, train-mtl, train-mll, arch-rnn, arch-lstm, arch-att, arch-bilinear, comb-ensemble, struct-crf, struct-cfg, task-seqlab, task-relation |
2 |
Sequence Labeling Parsing by Learning across Representations |
Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez |
https://www.aclweb.org/anthology/P19-1531.pdf |
2019 |
ACL |
# optim-adam, init-glorot, reg-dropout, norm-gradient, arch-rnn, arch-lstm, arch-bilstm, arch-att, arch-bilinear, task-seqlab, task-relation |
0 |
Deep Dominance - How to Properly Compare Deep Neural Models |
Rotem Dror, Segev Shlomov, Roi Reichart |
https://www.aclweb.org/anthology/P19-1266.pdf |
2019 |
ACL |
# optim-sgd, optim-adam, init-glorot, reg-dropout, train-augment, arch-rnn, arch-lstm, arch-bilstm, arch-att, arch-bilinear, arch-transformer, nondif-reinforce, task-relation, task-tree |
0 |
AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing |
Xiang Zhang, Shizhu He, Kang Liu, Jun Zhao |
https://www.aclweb.org/anthology/P19-1418.pdf |
2019 |
ACL |
# reg-dropout, norm-layer, arch-rnn, arch-lstm, arch-att, arch-selfatt, arch-bilinear, arch-coverage, arch-transformer, comb-ensemble, pre-glove, pre-elmo, pre-bert, task-relation |
8 |
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank |
Junru Zhou, Hai Zhao |
https://www.aclweb.org/anthology/P19-1230.pdf |
2019 |
ACL |
# arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-bilinear, pre-elmo, task-seqlab, task-lm, task-tree |
2 |
End-to-end Deep Reinforcement Learning Based Coreference Resolution |
Hongliang Fei, Xu Li, Dingcheng Li, Ping Li |
https://www.aclweb.org/anthology/P19-1064.pdf |
2019 |
ACL |
# optim-adadelta, reg-dropout, arch-rnn, arch-lstm, arch-cnn, arch-att, arch-bilinear, pre-word2vec, pre-glove |
1 |
Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing |
Sijie Mai, Haifeng Hu, Songlong Xing |
https://www.aclweb.org/anthology/P19-1046.pdf |
2019 |
ACL |
# optim-adam, pool-max, arch-lstm, arch-gru, arch-att, arch-bilinear, pre-glove, pre-paravec, task-condlm, task-seq2seq |
1 |
Improving Visual Question Answering by Referring to Generated Paragraph Captions |
Hyounghun Kim, Mohit Bansal |
https://www.aclweb.org/anthology/P19-1351.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, reg-dropout, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-bilinear, arch-transformer, pre-glove, pre-bert, task-textclass, task-seqlab, task-seq2seq |
4 |
DocRED: A Large-Scale Document-Level Relation Extraction Dataset |
Yuan Yao, Deming Ye, Peng Li, Xu Han, Yankai Lin, Zhenghao Liu, Zhiyuan Liu, Lixin Huang, Jie Zhou, Maosong Sun |
https://www.aclweb.org/anthology/P19-1074.pdf |
2019 |
ACL |
# train-augment, arch-rnn, arch-lstm, arch-att, arch-bilinear, arch-coverage, search-beam, pre-glove |
10 |
Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation |
Vihan Jain, Gabriel Magalhaes, Alexander Ku, Ashish Vaswani, Eugene Ie, Jason Baldridge |
https://www.aclweb.org/anthology/P19-1181.pdf |
2019 |
ACL |
# init-glorot, reg-dropout, arch-rnn, arch-birnn, arch-lstm, arch-gru, arch-att, arch-selfatt, arch-bilinear, pre-elmo, pre-bert, struct-crf, task-textclass |
12 |
Joint Slot Filling and Intent Detection via Capsule Neural Networks |
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip Yu |
https://www.aclweb.org/anthology/P19-1519.pdf |
2019 |
ACL |
# optim-adam, init-glorot, reg-dropout, reg-stopping, reg-patience, norm-gradient, arch-rnn, arch-lstm, arch-gcnn, arch-cnn, arch-att, arch-memo, arch-bilinear, arch-transformer, comb-ensemble, pre-glove, task-tree |
2 |
Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network |
Sunil Kumar Sahu, Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou |
https://www.aclweb.org/anthology/P19-1423.pdf |
2019 |
ACL |
# optim-adam, optim-projection, reg-dropout, pool-max, arch-rnn, arch-lstm, arch-bilstm, arch-att, arch-memo, arch-bilinear, pre-glove, task-spanlab |
0 |
Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension |
Daesik Kim, Seonhoon Kim, Nojun Kwak |
https://www.aclweb.org/anthology/P19-1347.pdf |
2019 |
ACL |
# optim-adam, arch-lstm, arch-att, arch-selfatt, arch-bilinear, arch-subword, arch-transformer, comb-ensemble, pre-elmo, pre-bert, loss-margin, task-spanlab, task-lm |
2 |
Enhancing Pre-Trained Language Representations with Rich Knowledge for Machine Reading Comprehension |
An Yang, Quan Wang, Jing Liu, Kai Liu, Yajuan Lyu, Hua Wu, Qiaoqiao She, Sujian Li |
https://www.aclweb.org/anthology/P19-1226.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, train-transfer, arch-lstm, arch-treelstm, arch-bilinear, arch-coverage, search-viterbi, pre-glove, pre-elmo, task-textpair, task-relation, task-tree |
0 |
Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation |
Masashi Yoshikawa, Hiroshi Noji, Koji Mineshima, Daisuke Bekki |
https://www.aclweb.org/anthology/P19-1013.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, pool-mean, arch-rnn, arch-lstm, arch-bilstm, arch-gru, arch-gnn, arch-att, arch-selfatt, arch-memo, arch-bilinear, comb-ensemble, pre-glove, task-textclass, task-condlm, task-seq2seq |
10 |
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog |
Zhe Gan, Yu Cheng, Ahmed Kholy, Linjie Li, Jingjing Liu, Jianfeng Gao |
https://www.aclweb.org/anthology/P19-1648.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, arch-rnn, arch-birnn, arch-lstm, arch-att, arch-selfatt, arch-bilinear, arch-subword, comb-ensemble, pre-elmo, pre-bert, task-seqlab, task-spanlab, task-seq2seq |
0 |
MCˆ2: Multi-perspective Convolutional Cube for Conversational Machine Reading Comprehension |
Xuanyu Zhang |
https://www.aclweb.org/anthology/P19-1622.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, reg-labelsmooth, train-transfer, arch-att, arch-selfatt, arch-copy, arch-bilinear, arch-coverage, arch-transformer, search-greedy, search-beam, pre-glove, task-spanlab, task-seq2seq, task-tree |
1 |
Complex Question Decomposition for Semantic Parsing |
Haoyu Zhang, Jingjing Cai, Jianjun Xu, Ji Wang |
https://www.aclweb.org/anthology/P19-1440.pdf |
2019 |
ACL |
# optim-adam, train-augment, arch-cnn, arch-att, arch-bilinear, arch-coverage, task-spanlab, task-lm, task-relation |
2 |
Are Red Roses Red? Evaluating Consistency of Question-Answering Models |
Marco Tulio Ribeiro, Carlos Guestrin, Sameer Singh |
https://www.aclweb.org/anthology/P19-1621.pdf |
2019 |
ACL |
# optim-adam, optim-amsgrad, init-glorot, reg-dropout, reg-norm, arch-rnn, arch-lstm, arch-bilstm, arch-att, arch-bilinear, arch-coverage, pre-glove, struct-crf, task-relation, task-tree |
1 |
Second-Order Semantic Dependency Parsing with End-to-End Neural Networks |
Xinyu Wang, Jingxian Huang, Kewei Tu |
https://www.aclweb.org/anthology/P19-1454.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, arch-rnn, arch-lstm, arch-att, arch-bilinear, task-textclass, task-spanlab, task-seq2seq |
0 |
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test |
Chujie Zheng, Minlie Huang, Aixin Sun |
https://www.aclweb.org/anthology/P19-1075.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, reg-worddropout, reg-stopping, reg-patience, train-mtl, arch-lstm, arch-bilstm, arch-att, arch-bilinear, arch-coverage, pre-glove, pre-bert, task-relation, task-tree, task-graph, task-alignment |
4 |
Compositional Semantic Parsing across Graphbanks |
Matthias Lindemann, Jonas Groschwitz, Alexander Koller |
https://www.aclweb.org/anthology/P19-1450.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, activ-relu, pool-mean, arch-rnn, arch-lstm, arch-cnn, arch-att, arch-bilinear, arch-transformer, pre-word2vec, pre-glove, pre-bert, task-spanlab |
0 |
Open-Domain Why-Question Answering with Adversarial Learning to Encode Answer Texts |
Jong-Hoon Oh, Kazuma Kadowaki, Julien Kloetzer, Ryu Iida, Kentaro Torisawa |
https://www.aclweb.org/anthology/P19-1414.pdf |
2019 |
ACL |
# optim-adam, init-glorot, reg-decay, train-augment, arch-rnn, arch-att, arch-bilinear, arch-subword, task-textclass, task-lm, task-seq2seq, task-relation |
5 |
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology |
Ran Zmigrod, Sebastian J. Mielke, Hanna Wallach, Ryan Cotterell |
https://www.aclweb.org/anthology/P19-1161.pdf |
2019 |
ACL |
# arch-rnn, arch-lstm, arch-gru, arch-att, arch-bilinear, pre-glove, loss-margin, task-textpair, task-seq2seq, task-relation |
1 |
Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks |
Jing Ma, Wei Gao, Shafiq Joty, Kam-Fai Wong |
https://www.aclweb.org/anthology/P19-1244.pdf |
2019 |
ACL |
# optim-amsgrad, init-glorot, reg-dropout, reg-labelsmooth, norm-gradient, arch-rnn, arch-gru, arch-bigru, arch-att, arch-selfatt, arch-memo, arch-bilinear, search-beam, task-lm, task-condlm, task-seq2seq |
0 |
Ordinal and Attribute Aware Response Generation in a Multimodal Dialogue System |
Hardik Chauhan, Mauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya |
https://www.aclweb.org/anthology/P19-1540.pdf |
2019 |
ACL |
# optim-adam, arch-lstm, arch-cnn, arch-att, arch-selfatt, arch-copy, arch-bilinear, pre-bert, nondif-minrisk, nondif-reinforce, loss-nce, task-spanlab, task-lm, task-relation |
7 |
Entity-Relation Extraction as Multi-Turn Question Answering |
Xiaoya Li, Fan Yin, Zijun Sun, Xiayu Li, Arianna Yuan, Duo Chai, Mingxin Zhou, Jiwei Li |
https://www.aclweb.org/anthology/P19-1129.pdf |
2019 |
ACL |
# optim-adam, optim-projection, reg-dropout, arch-att, arch-memo, arch-bilinear |
1 |
A2N: Attending to Neighbors for Knowledge Graph Inference |
Trapit Bansal, Da-Cheng Juan, Sujith Ravi, Andrew McCallum |
https://www.aclweb.org/anthology/P19-1431.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, activ-tanh, pool-max, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-memo, arch-bilinear, arch-energy, search-viterbi, struct-crf, latent-topic, task-seqlab, task-lm |
1 |
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction |
Huaishao Luo, Tianrui Li, Bing Liu, Junbo Zhang |
https://www.aclweb.org/anthology/P19-1056.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, norm-gradient, arch-lstm, arch-cnn, arch-att, arch-bilinear, arch-coverage, arch-subword, search-beam, pre-elmo, task-spanlab, task-lm, task-seq2seq, task-relation |
0 |
Generating Question-Answer Hierarchies |
Kalpesh Krishna, Mohit Iyyer |
https://www.aclweb.org/anthology/P19-1224.pdf |
2019 |
ACL |
# optim-adam, arch-lstm, arch-gru, arch-att, arch-bilinear, pre-glove, pre-elmo, loss-margin, task-lm, task-condlm, task-seq2seq |
0 |
Multi-grained Attention with Object-level Grounding for Visual Question Answering |
Pingping Huang, Jianhui Huang, Yuqing Guo, Min Qiao, Yong Zhu |
https://www.aclweb.org/anthology/P19-1349.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, arch-rnn, arch-lstm, arch-gru, arch-cnn, arch-att, arch-selfatt, arch-gating, arch-memo, arch-bilinear, pre-glove, pre-elmo, pre-bert, task-spanlab |
3 |
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension |
Yichen Jiang, Nitish Joshi, Yen-Chun Chen, Mohit Bansal |
https://www.aclweb.org/anthology/P19-1261.pdf |
2019 |
ACL |
# optim-adam, optim-projection, reg-dropout, arch-cnn, arch-att, arch-bilinear |
4 |
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs |
Deepak Nathani, Jatin Chauhan, Charu Sharma, Manohar Kaul |
https://www.aclweb.org/anthology/P19-1466.pdf |
2019 |
ACL |
# reg-dropout, reg-patience, pool-max, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-selfatt, arch-bilinear, pre-glove, task-textpair |
0 |
Recognising Agreement and Disagreement between Stances with Reason Comparing Networks |
Chang Xu, Cecile Paris, Surya Nepal, Ross Sparks |
https://www.aclweb.org/anthology/P19-1460.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, pool-max, pool-kmax, arch-rnn, arch-birnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-selfatt, arch-residual, arch-copy, arch-bilinear, task-seq2seq |
1 |
BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization |
Kai Wang, Xiaojun Quan, Rui Wang |
https://www.aclweb.org/anthology/P19-1207.pdf |
2019 |
ACL |
# init-glorot, arch-lstm, arch-att, arch-selfatt, arch-bilinear, pre-word2vec, pre-glove, pre-elmo, task-textclass, task-seqlab, task-spanlab, task-lm, task-seq2seq, task-relation |
5 |
Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks |
Shikhar Vashishth, Manik Bhandari, Prateek Yadav, Piyush Rai, Chiranjib Bhattacharyya, Partha Talukdar |
https://www.aclweb.org/anthology/P19-1320.pdf |
2019 |
ACL |
# optim-adam, norm-gradient, arch-rnn, arch-lstm, arch-cnn, arch-att, arch-copy, arch-bilinear, arch-coverage, pre-word2vec, task-extractive, task-seq2seq |
0 |
This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation |
Rui Zhang, Joel Tetreault |
https://www.aclweb.org/anthology/P19-1043.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, train-mll, train-augment, pool-max, pool-mean, arch-rnn, arch-lstm, arch-att, arch-copy, arch-bilinear, arch-coverage, arch-subword, search-greedy, search-beam, pre-glove, pre-bert, latent-vae, task-seq2seq, task-relation, task-tree, task-graph |
7 |
AMR Parsing as Sequence-to-Graph Transduction |
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme |
https://www.aclweb.org/anthology/P19-1009.pdf |
2019 |
ACL |
# arch-lstm, arch-gru, arch-att, arch-selfatt, arch-memo, arch-copy, arch-bilinear, arch-coverage, search-beam, task-lm, task-condlm, task-seq2seq |
2 |
PaperRobot: Incremental Draft Generation of Scientific Ideas |
Qingyun Wang, Lifu Huang, Zhiying Jiang, Kevin Knight, Heng Ji, Mohit Bansal, Yi Luan |
https://www.aclweb.org/anthology/P19-1191.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, train-mtl, train-mll, train-transfer, train-active, arch-lstm, arch-bilstm, arch-att, arch-bilinear, comb-ensemble, search-viterbi, pre-elmo, task-seqlab, task-lm, task-relation, task-tree |
1 |
Semi-supervised Domain Adaptation for Dependency Parsing |
Zhenghua Li, Xue Peng, Min Zhang, Rui Wang, Luo Si |
https://www.aclweb.org/anthology/P19-1229.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 |
# optim-adam, optim-projection, reg-norm, arch-bilinear, nondif-straightthrough |
1 |
Relation Embedding with Dihedral Group in Knowledge Graph |
Canran Xu, Ruijiang Li |
https://www.aclweb.org/anthology/P19-1026.pdf |
2019 |
ACL |
# optim-adam, arch-lstm, arch-att, arch-selfatt, arch-bilinear, arch-transformer, pre-elmo, pre-bert, task-seqlab, task-lm, task-seq2seq, task-relation, meta-arch |
76 |
Energy and Policy Considerations for Deep Learning in NLP |
Emma Strubell, Ananya Ganesh, Andrew McCallum |
https://www.aclweb.org/anthology/P19-1355.pdf |
2019 |
ACL |
# optim-adam, reg-dropout, train-transfer, arch-rnn, arch-lstm, arch-gru, arch-bigru, arch-att, arch-selfatt, arch-bilinear, pre-glove, pre-elmo, pre-bert, struct-crf, task-seq2seq, task-relation |
3 |
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing |
Xiang Lin, Shafiq Joty, Prathyusha Jwalapuram, M Saiful Bari |
https://www.aclweb.org/anthology/P19-1410.pdf |
2019 |
ACL |
# optim-adagrad, init-glorot, norm-gradient, pool-max, arch-lstm, arch-att, arch-selfatt, arch-bilinear, pre-glove, task-textclass, task-seq2seq |
1 |
Evaluating Discourse in Structured Text Representations |
Elisa Ferracane, Greg Durrett, Junyi Jessy Li, Katrin Erk |
https://www.aclweb.org/anthology/P19-1062.pdf |
2019 |
ACL |
# optim-projection, train-mll, train-transfer, train-augment, arch-lstm, arch-cnn, arch-att, arch-bilinear, arch-subword, struct-crf, task-seqlab, task-lm, task-seq2seq, task-relation |
4 |
Choosing Transfer Languages for Cross-Lingual Learning |
Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, Zirui Li, Yuyan Zhang, Mengzhou Xia, Shruti Rijhwani, Junxian He, Zhisong Zhang, Xuezhe Ma, Antonios Anastasopoulos, Patrick Littell, Graham Neubig |
https://www.aclweb.org/anthology/P19-1301.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 |
# activ-relu, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-bilinear, comb-ensemble, pre-elmo, pre-bert, struct-crf, task-seqlab, task-relation, task-tree |
1 |
Dependency-Guided LSTM-CRF for Named Entity Recognition |
Zhanming Jie, Wei Lu |
https://www.aclweb.org/anthology/D19-1399.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-bilinear, search-greedy, search-beam, pre-word2vec, pre-glove, loss-svd, task-seq2seq |
0 |
Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning |
Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang |
https://www.aclweb.org/anthology/D19-1207.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, arch-rnn, arch-lstm, arch-bilstm, arch-gru, arch-bigru, arch-att, arch-bilinear, pre-word2vec, pre-elmo, task-seq2seq, task-relation |
0 |
Hierarchical Pointer Net Parsing |
Linlin Liu, Xiang Lin, Shafiq Joty, Simeng Han, Lidong Bing |
https://www.aclweb.org/anthology/D19-1093.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, reg-stopping, reg-norm, reg-decay, arch-lstm, arch-bilstm, arch-bilinear, pre-word2vec, pre-glove, pre-elmo, pre-bert, task-lm, task-seq2seq, task-relation |
1 |
Designing and Interpreting Probes with Control Tasks |
John Hewitt, Percy Liang |
https://www.aclweb.org/anthology/D19-1275.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 |
# optim-adagrad, reg-norm, arch-rnn, arch-lstm, arch-bilstm, arch-gnn, arch-att, arch-bilinear, pre-glove, task-textclass, task-relation, task-tree |
0 |
Event Representation Learning Enhanced with External Commonsense Knowledge |
Xiao Ding, Kuo Liao, Ting Liu, Zhongyang Li, Junwen Duan |
https://www.aclweb.org/anthology/D19-1495.pdf |
2019 |
EMNLP |
# optim-adam, init-glorot, reg-dropout, arch-lstm, arch-bilstm, arch-att, arch-bilinear, search-viterbi, pre-glove, pre-elmo, struct-crf, task-seqlab, task-condlm |
0 |
Phrase Grounding by Soft-Label Chain Conditional Random Field |
Jiacheng Liu, Julia Hockenmaier |
https://www.aclweb.org/anthology/D19-1515.pdf |
2019 |
EMNLP |
# optim-adam, init-glorot, train-mtl, train-mll, train-active, arch-rnn, arch-birnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-selfatt, arch-bilinear, arch-transformer, search-viterbi, pre-glove, struct-crf, adv-train, task-textclass, task-seqlab, task-lm, task-seq2seq, task-relation |
0 |
Hierarchically-Refined Label Attention Network for Sequence Labeling |
Leyang Cui, Yue Zhang |
https://www.aclweb.org/anthology/D19-1422.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, train-mtl, arch-att, arch-memo, arch-bilinear, arch-transformer, search-beam, pre-bert, task-seq2seq, task-tree |
0 |
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base |
Tao Shen, Xiubo Geng, Tao Qin, Daya Guo, Duyu Tang, Nan Duan, Guodong Long, Daxin Jiang |
https://www.aclweb.org/anthology/D19-1248.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, train-transfer, arch-rnn, arch-lstm, arch-bilstm, arch-gru, arch-cnn, arch-att, arch-selfatt, arch-bilinear, arch-transformer, pre-word2vec, pre-bert, task-seqlab, task-seq2seq, task-relation, task-tree |
0 |
A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling |
Qingrong Xia, Zhenghua Li, Min Zhang |
https://www.aclweb.org/anthology/D19-1541.pdf |
2019 |
EMNLP |
# optim-adam, init-glorot, reg-dropout, reg-decay, train-mll, train-transfer, pool-max, arch-lstm, arch-att, arch-selfatt, arch-bilinear, arch-subword, arch-transformer, pre-elmo, pre-bert, struct-crf, task-textclass, task-textpair, task-seqlab, task-spanlab, task-lm, task-seq2seq, task-cloze, task-relation |
22 |
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT |
Shijie Wu, Mark Dredze |
https://www.aclweb.org/anthology/D19-1077.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 |
# reg-dropout, reg-labelsmooth, train-mtl, train-mll, train-augment, pool-mean, arch-lstm, arch-bilstm, arch-att, arch-bilinear, arch-coverage, search-greedy, search-beam, pre-glove, pre-bert, task-seq2seq, task-relation, task-tree, task-graph |
2 |
Broad-Coverage Semantic Parsing as Transduction |
Sheng Zhang, Xutai Ma, Kevin Duh, Benjamin Van Durme |
https://www.aclweb.org/anthology/D19-1392.pdf |
2019 |
EMNLP |
# optim-adam, init-glorot, reg-dropout, arch-rnn, arch-lstm, arch-gru, arch-att, arch-selfatt, arch-memo, arch-bilinear, pre-glove, struct-crf, loss-cca, task-seqlab, task-condlm, task-seq2seq, task-relation |
0 |
Partners in Crime: Multi-view Sequential Inference for Movie Understanding |
Nikos Papasarantopoulos, Lea Frermann, Mirella Lapata, Shay B. Cohen |
https://www.aclweb.org/anthology/D19-1212.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-adam, optim-adadelta, arch-lstm, arch-bilstm, arch-att, arch-bilinear, search-beam, pre-glove, task-spanlab, task-lm |
0 |
Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text |
Bhavana Dalvi, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark |
https://www.aclweb.org/anthology/D19-1457.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, train-mll, train-transfer, arch-rnn, arch-lstm, arch-att, arch-bilinear, arch-coverage, task-lm, task-relation |
0 |
Towards Zero-shot Language Modeling |
Edoardo Maria Ponti, Ivan Vulić, Ryan Cotterell, Roi Reichart, Anna Korhonen |
https://www.aclweb.org/anthology/D19-1288.pdf |
2019 |
EMNLP |
# optim-adam, optim-adagrad, reg-dropout, arch-rnn, arch-birnn, arch-lstm, arch-gru, arch-cnn, arch-att, arch-bilinear, arch-coverage, search-beam, task-extractive, task-seq2seq |
0 |
How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing |
Shen Gao, Xiuying Chen, Piji Li, Zhangming Chan, Dongyan Zhao, Rui Yan |
https://www.aclweb.org/anthology/D19-1388.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, reg-dropout, train-mtl, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-selfatt, arch-bilinear, search-viterbi, pre-word2vec, pre-skipthought, struct-crf, task-seqlab, task-lm, task-seq2seq, task-relation |
0 |
Learning to Infer Entities, Properties and their Relations from Clinical Conversations |
Nan Du, Mingqiu Wang, Linh Tran, Gang Lee, Izhak Shafran |
https://www.aclweb.org/anthology/D19-1503.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-projection, arch-rnn, arch-gru, arch-att, arch-bilinear, adv-examp, task-lm, task-condlm, task-seq2seq |
0 |
TIGEr: Text-to-Image Grounding for Image Caption Evaluation |
Ming Jiang, Qiuyuan Huang, Lei Zhang, Xin Wang, Pengchuan Zhang, Zhe Gan, Jana Diesner, Jianfeng Gao |
https://www.aclweb.org/anthology/D19-1220.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-sgd, optim-adam, reg-dropout, pool-max, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-selfatt, arch-bilinear, pre-word2vec, pre-bert, task-textpair |
2 |
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling |
Jinfeng Rao, Linqing Liu, Yi Tay, Wei Yang, Peng Shi, Jimmy Lin |
https://www.aclweb.org/anthology/D19-1540.pdf |
2019 |
EMNLP |
# optim-adam, arch-lstm, arch-att, arch-selfatt, arch-bilinear, arch-subword, arch-transformer, search-viterbi, pre-elmo, pre-bert, struct-crf, loss-nce, task-seqlab, task-lm |
0 |
Effective Use of Transformer Networks for Entity Tracking |
Aditya Gupta, Greg Durrett |
https://www.aclweb.org/anthology/D19-1070.pdf |
2019 |
EMNLP |
# optim-adam, norm-layer, train-mll, train-augment, arch-lstm, arch-gru, arch-att, arch-selfatt, arch-bilinear, arch-transformer, pre-elmo, pre-bert, task-lm, task-condlm, task-seq2seq |
19 |
LXMERT: Learning Cross-Modality Encoder Representations from Transformers |
Hao Tan, Mohit Bansal |
https://www.aclweb.org/anthology/D19-1514.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, reg-stopping, reg-patience, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-memo, arch-bilinear, arch-transformer, pre-glove |
0 |
Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs |
Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou |
https://www.aclweb.org/anthology/D19-1498.pdf |
2019 |
EMNLP |
# arch-lstm, arch-att, arch-selfatt, arch-bilinear, arch-transformer, task-textpair, task-seq2seq |
1 |
Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework |
Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu, Shuming Shi |
https://www.aclweb.org/anthology/D19-1195.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-adam, optim-projection, reg-dropout, train-transfer, pool-mean, arch-rnn, arch-lstm, arch-bilstm, arch-gru, arch-gnn, arch-cnn, arch-att, arch-selfatt, arch-memo, arch-bilinear, pre-word2vec, pre-bert, task-seq2seq, task-relation, task-tree |
0 |
Leveraging Dependency Forest for Neural Medical Relation Extraction |
Linfeng Song, Yue Zhang, Daniel Gildea, Mo Yu, Zhiguo Wang, Jinsong Su |
https://www.aclweb.org/anthology/D19-1020.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-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-layer, arch-rnn, arch-lstm, arch-att, arch-selfatt, arch-copy, arch-bilinear, arch-coverage, arch-transformer, search-beam, latent-vae, task-seq2seq, task-relation, task-tree, task-graph |
0 |
Core Semantic First: A Top-down Approach for AMR Parsing |
Deng Cai, Wai Lam |
https://www.aclweb.org/anthology/D19-1393.pdf |
2019 |
EMNLP |
# reg-norm, arch-bilinear |
0 |
A Non-commutative Bilinear Model for Answering Path Queries in Knowledge Graphs |
Katsuhiko Hayashi, Masashi Shimbo |
https://www.aclweb.org/anthology/D19-1246.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 |
# arch-lstm, arch-bilinear, arch-coverage, arch-subword, pre-elmo, pre-bert, latent-vae, task-textpair, task-lm |
0 |
Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders |
Andrew Drozdov, Patrick Verga, Yi-Pei Chen, Mohit Iyyer, Andrew McCallum |
https://www.aclweb.org/anthology/D19-1161.pdf |
2019 |
EMNLP |
# optim-sgd, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-bilinear, nondif-reinforce |
0 |
Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews |
Miao Fan, Chao Feng, Mingming Sun, Ping Li |
https://www.aclweb.org/anthology/D19-1177.pdf |
2019 |
EMNLP |
# optim-sgd, optim-adam, arch-bilinear |
0 |
Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets |
Esma Balkir, Masha Naslidnyk, Dave Palfrey, Arpit Mittal |
https://www.aclweb.org/anthology/D19-1368.pdf |
2019 |
EMNLP |
# optim-adam, pool-max, arch-att, arch-bilinear, pre-glove, pre-bert, task-textclass, task-spanlab, task-lm, task-seq2seq |
3 |
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning |
Lifu Huang, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi |
https://www.aclweb.org/anthology/D19-1243.pdf |
2019 |
EMNLP |
# optim-adam, arch-rnn, arch-lstm, arch-bilstm, arch-att, arch-bilinear, arch-coverage, pre-elmo, task-textpair, task-seq2seq |
0 |
Query-focused Scenario Construction |
Su Wang, Greg Durrett, Katrin Erk |
https://www.aclweb.org/anthology/D19-1273.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, reg-stopping, reg-patience, train-transfer, arch-lstm, arch-bilstm, arch-att, arch-bilinear, arch-subword, arch-transformer, comb-ensemble, pre-elmo, pre-bert, struct-crf, task-textclass, task-lm, task-seq2seq, task-relation |
6 |
SciBERT: A Pretrained Language Model for Scientific Text |
Iz Beltagy, Kyle Lo, Arman Cohan |
https://www.aclweb.org/anthology/D19-1371.pdf |
2019 |
EMNLP |
# reg-dropout, train-mtl, arch-lstm, arch-att, arch-copy, arch-bilinear, arch-coverage, arch-transformer, search-beam, pre-glove, task-lm, task-seq2seq, task-graph |
0 |
Sentence-Level Content Planning and Style Specification for Neural Text Generation |
Xinyu Hua, Lu Wang |
https://www.aclweb.org/anthology/D19-1055.pdf |
2019 |
EMNLP |
# optim-adam, arch-rnn, arch-lstm, arch-cnn, arch-att, arch-copy, arch-bilinear, arch-coverage, arch-subword, task-lm, task-condlm, task-seq2seq, task-alignment |
0 |
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator |
Xiaoyu Shen, Yang Zhao, Hui Su, Dietrich Klakow |
https://www.aclweb.org/anthology/D19-1390.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, reg-dropout, train-mtl, train-mll, train-transfer, pool-mean, arch-lstm, arch-att, arch-selfatt, arch-bilinear, arch-transformer, pre-elmo, pre-bert, task-textclass, task-textpair, task-lm, task-seq2seq, task-relation, task-tree, task-lexicon |
8 |
75 Languages, 1 Model: Parsing Universal Dependencies Universally |
Dan Kondratyuk, Milan Straka |
https://www.aclweb.org/anthology/D19-1279.pdf |
2019 |
EMNLP |
# reg-dropout, reg-stopping, norm-layer, arch-rnn, arch-lstm, arch-gru, arch-att, arch-selfatt, arch-bilinear, arch-subword, arch-transformer, search-beam, task-lm, task-seq2seq |
1 |
Joey NMT: A Minimalist NMT Toolkit for Novices |
Julia Kreutzer, Joost Bastings, Stefan Riezler |
https://www.aclweb.org/anthology/D19-3019.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, init-glorot, reg-norm, train-mll, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-bilinear, comb-ensemble, pre-elmo, pre-bert, task-lm, task-relation |
0 |
Specializing Word Embeddings (for Parsing) by Information Bottleneck |
Xiang Lisa Li, Jason Eisner |
https://www.aclweb.org/anthology/D19-1276.pdf |
2019 |
EMNLP |
# optim-sgd, optim-projection, init-glorot, arch-cnn, arch-att, arch-bilinear, comb-ensemble, loss-margin, task-textpair |
0 |
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion |
Yao Zhu, Hongzhi Liu, Zhonghai Wu, Yang Song, Tao Zhang |
https://www.aclweb.org/anthology/D19-1268.pdf |
2019 |
EMNLP |
# optim-adam, optim-adadelta, optim-projection, init-glorot, reg-dropout, norm-layer, train-mtl, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-residual, arch-bilinear, arch-coverage, arch-transformer, pre-glove, pre-elmo, pre-bert, task-textclass, task-seq2seq, task-relation, task-tree |
0 |
Syntax-Enhanced Self-Attention-Based Semantic Role Labeling |
Yue Zhang, Rui Wang, Luo Si |
https://www.aclweb.org/anthology/D19-1057.pdf |
2019 |
EMNLP |
# optim-adam, init-glorot, reg-dropout, train-transfer, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-selfatt, arch-memo, arch-bilinear, pre-word2vec, struct-crf, adv-train, task-seqlab, task-seq2seq |
3 |
Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning |
Zheng Li, Xin Li, Ying Wei, Lidong Bing, Yu Zhang, Qiang Yang |
https://www.aclweb.org/anthology/D19-1466.pdf |
2019 |
EMNLP |
# optim-adam, reg-dropout, norm-batch, train-mtl, arch-bilinear, loss-svd |
14 |
TuckER: Tensor Factorization for Knowledge Graph Completion |
Ivana Balazevic, Carl Allen, Timothy Hospedales |
https://www.aclweb.org/anthology/D19-1522.pdf |
2019 |
EMNLP |
# arch-rnn, arch-lstm, arch-bilstm, arch-gru, arch-att, arch-bilinear, arch-coverage, pre-glove, pre-bert, task-seqlab, task-relation |
0 |
Talk2Car: Taking Control of Your Self-Driving Car |
Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Luc Van Gool, Marie-Francine Moens |
https://www.aclweb.org/anthology/D19-1215.pdf |
2019 |
EMNLP |
# optim-adam, init-glorot, arch-att, arch-bilinear, task-relation, task-tree |
0 |
Dependency Parsing for Spoken Dialog Systems |
Sam Davidson, Dian Yu, Zhou Yu |
https://www.aclweb.org/anthology/D19-1162.pdf |
2019 |
EMNLP |
# reg-dropout, reg-norm, train-transfer, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-selfatt, arch-bilinear, pre-word2vec, pre-bert, latent-topic, task-textclass, task-lm, task-seq2seq |
0 |
Leveraging Just a Few Keywords for Fine-Grained Aspect Detection Through Weakly Supervised Co-Training |
Giannis Karamanolakis, Daniel Hsu, Luis Gravano |
https://www.aclweb.org/anthology/D19-1468.pdf |
2019 |
EMNLP |
# optim-adam, init-glorot, train-mll, arch-lstm, arch-bilstm, arch-att, arch-bilinear, arch-coverage, pre-glove, task-seq2seq, task-graph |
2 |
VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role Labeling |
Andrea Di Fabio, Simone Conia, Roberto Navigli |
https://www.aclweb.org/anthology/D19-1058.pdf |
2019 |
EMNLP |
# optim-adam, pool-max, pool-mean, arch-rnn, arch-lstm, arch-bilstm, arch-att, arch-bilinear, arch-subword, pre-word2vec, pre-elmo, task-lm, task-seq2seq, task-tree |
0 |
A Unified Neural Coherence Model |
Han Cheol Moon, Tasnim Mohiuddin, Shafiq Joty, Chi Xu |
https://www.aclweb.org/anthology/D19-1231.pdf |
2019 |
EMNLP |
# optim-adam, optim-projection, reg-dropout, train-mll, arch-lstm, arch-bilstm, arch-att, arch-bilinear, task-seq2seq, task-relation, task-alignment |
0 |
Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank |
Meishan Zhang, Yue Zhang, Guohong Fu |
https://www.aclweb.org/anthology/D19-1092.pdf |
2019 |
EMNLP |
# arch-rnn, arch-lstm, arch-att, arch-memo, arch-copy, arch-bilinear, arch-coverage, task-textpair, task-spanlab, task-seq2seq, task-tree |
0 |
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs |
Zhibin Liu, Zheng-Yu Niu, Hua Wu, Haifeng Wang |
https://www.aclweb.org/anthology/D19-1187.pdf |
2019 |
NAA-CL |
# arch-bilinear, arch-coverage, comb-ensemble, pre-word2vec, pre-glove, task-seqlab, task-seq2seq |
0 |
What just happened? Evaluating retrofitted distributional word vectors |
Dmetri Hayes |
https://www.aclweb.org/anthology/N19-1111.pdf |
2019 |
NAA-CL |
# optim-adam, train-mll, train-transfer, arch-lstm, arch-bilstm, arch-att, arch-bilinear, pre-glove, latent-vae |
3 |
Be Consistent! Improving Procedural Text Comprehension using Label Consistency |
Xinya Du, Bhavana Dalvi, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, Claire Cardie |
https://www.aclweb.org/anthology/N19-1244.pdf |
2019 |
NAA-CL |
# reg-dropout, train-transfer, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-memo, arch-bilinear, arch-coverage, arch-subword, search-beam, search-viterbi, struct-crf, latent-topic, task-textpair, task-seqlab, task-lm, task-seq2seq |
0 |
Incorporating Word Attention into Character-Based Word Segmentation |
Shohei Higashiyama, Masao Utiyama, Eiichiro Sumita, Masao Ideuchi, Yoshiaki Oida, Yohei Sakamoto, Isaac Okada |
https://www.aclweb.org/anthology/N19-1276.pdf |
2019 |
NAA-CL |
# optim-adam, optim-projection, reg-dropout, norm-gradient, arch-rnn, arch-birnn, arch-lstm, arch-gru, arch-treelstm, arch-att, arch-memo, arch-bilinear, arch-subword, arch-transformer, comb-ensemble, search-beam, task-seq2seq, task-relation |
3 |
Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations |
Meishan Zhang, Zhenghua Li, Guohong Fu, Min Zhang |
https://www.aclweb.org/anthology/N19-1118.pdf |
2019 |
NAA-CL |
# optim-adam, reg-patience, arch-rnn, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-bilinear, arch-coverage, arch-subword, arch-transformer, pre-glove, pre-elmo, pre-bert, struct-crf, adv-train, task-textclass, task-textpair, task-seqlab, task-lm, task-seq2seq, task-relation |
51 |
Linguistic Knowledge and Transferability of Contextual Representations |
Nelson F. Liu, Matt Gardner, Yonatan Belinkov, Matthew E. Peters, Noah A. Smith |
https://www.aclweb.org/anthology/N19-1112.pdf |
2019 |
NAA-CL |
# reg-dropout, reg-worddropout, norm-layer, pool-max, arch-cnn, arch-att, arch-selfatt, arch-bilinear, arch-transformer |
5 |
Relation Extraction using Explicit Context Conditioning |
Gaurav Singh, Parminder Bhatia |
https://www.aclweb.org/anthology/N19-1147.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, train-mtl, pool-max, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-copy, arch-bilinear, arch-coverage, task-textpair, task-extractive, task-lm, task-seq2seq, task-relation |
6 |
Guiding Extractive Summarization with Question-Answering Rewards |
Kristjan Arumae, Fei Liu |
https://www.aclweb.org/anthology/N19-1264.pdf |
2019 |
NAA-CL |
# reg-dropout, arch-bilinear, arch-subword, pre-word2vec, pre-glove |
2 |
Better Word Embeddings by Disentangling Contextual n-Gram Information |
Prakhar Gupta, Matteo Pagliardini, Martin Jaggi |
https://www.aclweb.org/anthology/N19-1098.pdf |
2019 |
NAA-CL |
# optim-adam, reg-dropout, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-bilinear, pre-glove, pre-elmo, pre-bert, task-relation, task-tree |
0 |
Decomposed Local Models for Coordinate Structure Parsing |
Hiroki Teranishi, Hiroyuki Shindo, Yuji Matsumoto |
https://www.aclweb.org/anthology/N19-1343.pdf |
2019 |
NAA-CL |
# reg-dropout, arch-lstm, arch-bilstm, arch-att, arch-bilinear, pre-glove, task-textpair, task-seqlab, task-tree |
2 |
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing |
Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang, Xiaoxiao Guo, William Yang Wang |
https://www.aclweb.org/anthology/N19-1084.pdf |
2019 |
NAA-CL |
# optim-adam, arch-rnn, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-bilinear, arch-subword, pre-elmo, pre-bert, task-lm, task-seq2seq, task-relation |
43 |
A Structural Probe for Finding Syntax in Word Representations |
John Hewitt, Christopher D. Manning |
https://www.aclweb.org/anthology/N19-1419.pdf |
2019 |
NAA-CL |
# optim-projection, train-mll, pool-max, arch-rnn, arch-att, arch-selfatt, arch-bilinear, arch-subword, arch-transformer, pre-bert, task-seq2seq |
11 |
Information Aggregation for Multi-Head Attention with Routing-by-Agreement |
Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu |
https://www.aclweb.org/anthology/N19-1359.pdf |
2019 |
NAA-CL |
# arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-bilinear, comb-ensemble, search-beam, task-seq2seq, task-relation |
4 |
Left-to-Right Dependency Parsing with Pointer Networks |
Daniel Fernández-González, Carlos Gómez-Rodríguez |
https://www.aclweb.org/anthology/N19-1076.pdf |
2019 |
NAA-CL |
# optim-adam, reg-dropout, train-mtl, train-transfer, train-augment, arch-lstm, arch-bilstm, arch-gru, arch-att, arch-selfatt, arch-gating, arch-bilinear, pre-glove, pre-elmo, pre-bert, task-spanlab, task-lm, task-seq2seq |
4 |
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension |
Yichong Xu, Xiaodong Liu, Yelong Shen, Jingjing Liu, Jianfeng Gao |
https://www.aclweb.org/anthology/N19-1271.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, init-glorot, arch-att, arch-bilinear |
3 |
Graph Pattern Entity Ranking Model for Knowledge Graph Completion |
Takuma Ebisu, Ryutaro Ichise |
https://www.aclweb.org/anthology/N19-1104.pdf |
2019 |
NAA-CL |
# optim-adam, optim-projection, train-mll, activ-relu, arch-lstm, arch-bilstm, arch-att, arch-bilinear, comb-ensemble, pre-word2vec, task-seq2seq, task-relation, task-alignment |
2 |
Low-Resource Syntactic Transfer with Unsupervised Source Reordering |
Mohammad Sadegh Rasooli, Michael Collins |
https://www.aclweb.org/anthology/N19-1385.pdf |
2019 |
NAA-CL |
# optim-adam, optim-projection, train-transfer, pool-max, pool-mean, arch-lstm, arch-att, arch-memo, arch-bilinear, pre-word2vec, pre-glove, task-textclass, task-seqlab |
1 |
Description-Based Zero-shot Fine-Grained Entity Typing |
Rasha Obeidat, Xiaoli Fern, Hamed Shahbazi, Prasad Tadepalli |
https://www.aclweb.org/anthology/N19-1087.pdf |
2019 |
NAA-CL |
# optim-sgd, optim-adam, optim-projection, init-glorot, reg-dropout, train-active, pool-max, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-selfatt, arch-memo, arch-bilinear |
0 |
Relation Extraction with Temporal Reasoning Based on Memory Augmented Distant Supervision |
Jianhao Yan, Lin He, Ruqin Huang, Jian Li, Ying Liu |
https://www.aclweb.org/anthology/N19-1107.pdf |
2019 |
NAA-CL |
# optim-adam, norm-batch, arch-lstm, arch-att, arch-bilinear, adv-feat, adv-train, task-condlm, task-seq2seq |
0 |
The World in My Mind: Visual Dialog with Adversarial Multi-modal Feature Encoding |
Yiqun Yao, Jiaming Xu, Bo Xu |
https://www.aclweb.org/anthology/N19-1266.pdf |
2019 |
NAA-CL |
# optim-adam, optim-projection, init-glorot, reg-dropout, reg-labelsmooth, norm-batch, arch-cnn, arch-att, arch-bilinear, task-textpair |
2 |
Adaptive Convolution for Multi-Relational Learning |
Xiaotian Jiang, Quan Wang, Bin Wang |
https://www.aclweb.org/anthology/N19-1103.pdf |