Year	Conf.	Topic	Cited	Paper	Authors	Url
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-adam, reg-dropout, activ-relu, pool-max, pool-mean, arch-cnn, pre-glove, task-textclass, task-lm, task-seq2seq	4	MOROCO: The Moldavian and Romanian Dialectal Corpus	Andrei Butnaru, Radu Tudor Ionescu	https://www.aclweb.org/anthology/P19-1068.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	# reg-dropout, norm-batch, norm-gradient, activ-relu, arch-rnn, arch-lstm, arch-gcnn, arch-att, arch-selfatt, arch-transformer, task-lm, task-seq2seq, meta-arch	194	Transformer-XL: Attentive Language Models beyond a Fixed-Length Context	Zihang Dai, Zhilin Yang, Yiming Yang, Jaime Carbonell, Quoc Le, Ruslan Salakhutdinov	https://www.aclweb.org/anthology/P19-1285.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, reg-dropout, reg-patience, activ-relu, arch-rnn, arch-lstm, arch-bilstm, arch-gru, arch-bigru, arch-cnn, arch-att, comb-ensemble, pre-glove, task-textclass, task-condlm	1	Multi-Modal Sarcasm Detection in Twitter with Hierarchical Fusion Model	Yitao Cai, Huiyu Cai, Xiaojun Wan	https://www.aclweb.org/anthology/P19-1239.pdf
2019	ACL	# optim-adam, reg-dropout, activ-relu, pool-max, arch-rnn, arch-gru, arch-bigru, task-lm, task-seq2seq	1	Numeracy-600K: Learning Numeracy for Detecting Exaggerated Information in Market Comments	Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen	https://www.aclweb.org/anthology/P19-1635.pdf
2019	ACL	# optim-adam, optim-projection, reg-labelsmooth, train-transfer, activ-relu, pool-max, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-coverage, pre-glove, pre-bert, latent-topic, task-textpair, task-lm, task-seq2seq	2	Zero-shot Word Sense Disambiguation using Sense Definition Embeddings	Sawan Kumar, Sharmistha Jat, Karan Saxena, Partha Talukdar	https://www.aclweb.org/anthology/P19-1568.pdf
2019	EMNLP	# optim-adam, init-glorot, reg-dropout, activ-relu, arch-lstm, struct-crf, latent-vae, task-seqlab	0	Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities	Bailin Wang, Wei Lu	https://www.aclweb.org/anthology/D19-1644.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	NAA-CL	# reg-dropout, activ-relu, arch-lstm, arch-bilstm, arch-att, arch-selfatt, arch-coverage, pre-glove, task-textclass, task-textpair, task-seq2seq	3	How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection	Wenhu Chen, Yu Su, Yilin Shen, Zhiyu Chen, Xifeng Yan, William Yang Wang	https://www.aclweb.org/anthology/N19-1352.pdf
2019	NAA-CL	# optim-sgd, reg-dropout, activ-relu, arch-rnn, arch-lstm, arch-att, arch-memo, search-beam, struct-cfg, task-lm, task-seq2seq	0	Top-Down Structurally-Constrained Neural Response Generation with Lexicalized Probabilistic Context-Free Grammar	Wenchao Du, Alan W Black	https://www.aclweb.org/anthology/N19-1377.pdf
2019	NAA-CL	# optim-adam, reg-dropout, activ-relu, arch-rnn, arch-lstm, arch-att, arch-coverage, search-beam, task-textclass, task-lm	3	Understanding language-elicited EEG data by predicting it from a fine-tuned language model	Dan Schwartz, Tom Mitchell	https://www.aclweb.org/anthology/N19-1005.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