Year	Conf.	Topic	Cited	Paper	Authors	Url
2019	ACL	# optim-adagrad, reg-dropout, train-mll, pool-mean, arch-gnn, arch-att, arch-selfatt, arch-subword, loss-triplet	7	Multi-Channel Graph Neural Network for Entity Alignment	Yixin Cao, Zhiyuan Liu, Chengjiang Li, Zhiyuan Liu, Juanzi Li, Tat-Seng Chua	https://www.aclweb.org/anthology/P19-1140.pdf
2019	ACL	# optim-adam, arch-coverage, pre-bert, loss-margin, loss-triplet, task-textpair, task-lm	1	Learning to Rank for Plausible Plausibility	Zhongyang Li, Tongfei Chen, Benjamin Van Durme	https://www.aclweb.org/anthology/P19-1475.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	# optim-adam, arch-rnn, arch-lstm, arch-att, adv-train, loss-triplet, task-condlm, task-seq2seq	0	Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach	Dong-Jin Kim, Jinsoo Choi, Tae-Hyun Oh, In So Kweon	https://www.aclweb.org/anthology/D19-1208.pdf
2019	EMNLP	# pool-max, arch-rnn, arch-lstm, arch-bilstm, arch-cnn, arch-att, arch-transformer, pre-bert, loss-triplet	0	Improving Answer Selection and Answer Triggering using Hard Negatives	Sawan Kumar, Shweta Garg, Kartik Mehta, Nikhil Rasiwasia	https://www.aclweb.org/anthology/D19-1604.pdf
2019	EMNLP	# optim-sgd, optim-adam, optim-projection, reg-dropout, norm-layer, train-mll, arch-lstm, arch-att, arch-selfatt, arch-coverage, arch-subword, pre-elmo, pre-bert, struct-crf, loss-triplet, task-seqlab, task-lm, task-seq2seq, task-context	14	Cloze-driven Pretraining of Self-attention Networks	Alexei Baevski, Sergey Edunov, Yinhan Liu, Luke Zettlemoyer, Michael Auli	https://www.aclweb.org/anthology/D19-1539.pdf
2019	EMNLP	# optim-adam, train-transfer, pool-max, arch-lstm, arch-bilstm, arch-att, arch-transformer, pre-glove, pre-skipthought, pre-bert, pre-use, loss-triplet, task-textpair	5	Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks	Nils Reimers, Iryna Gurevych	https://www.aclweb.org/anthology/D19-1410.pdf
2019	NAA-CL	# init-glorot, reg-dropout, train-transfer, pool-max, arch-rnn, arch-cnn, arch-att, comb-ensemble, pre-glove, adv-train, loss-triplet, task-lm	1	Adversarial Category Alignment Network for Cross-domain Sentiment Classification	Xiaoye Qu, Zhikang Zou, Yu Cheng, Yang Yang, Pan Zhou	https://www.aclweb.org/anthology/N19-1258.pdf