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Attention is typically used to select informative sub-phrases that are used for prediction.
What is the Jeopardy Model? A Quasi-Synchronous Grammar for QA. In EMNLP-CoNLL 2007, Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Mengqiu Wang, Noah A. Smith, and Teruko Mitamura. 2007 · 2007
Earlier work this paper cites.
Factorization machines. In Data Mining (ICDM), 2010 IEEE 10th International Conference on
Steffen Rendle. 2010 · 2010
Earlier work this paper cites.
Learning deep structured semantic models for web search using clickthrough data. In Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, and Larry Heck. 2013 · 2013
Earlier work this paper cites.
A deep architecture for matching short texts. In Advances in Neural Information Processing Systems
Zhengdong Lu and Hang Li. 2013 · 2013
Earlier work this paper cites.
Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014 · 2014
Earlier work this paper cites.
Convolutional Neural Network Architectures for Matching Natural Language Sentences. In Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014
Baotian Hu, Zhengdong Lu, Hang Li, and Qingcai Chen. 2014 · 2014
Earlier work this paper cites.
Adam: A Method for Stochastic Optimization
Diederik P. Kingma and Jimmy Ba. 2014 · 2014
Earlier work this paper cites.
Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks. In Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015
Hua He, Kevin Gimpel, and Jimmy J. Lin. 2015 · 2015
Earlier work this paper cites.
The ubuntu dialogue corpus: A large dataset for research in unstructured multi-turn dialogue systems
Ryan Lowe, Nissan Pow, Iulian Serban, and Joelle Pineau. 2015 · 2015
Earlier work this paper cites.
Convolutional Neural Tensor Network Architecture for Community-Based Question Answering. In Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015
Xipeng Qiu and Xuanjing Huang. 2015 · 2015
Earlier work this paper cites.
Reasoning about entailment with neural attention
Tim Rocktäschel, Edward Grefenstette, Karl Moritz Hermann, Tomáš Kočiskỳ, and Phil Blunsom. 2015 · 2015
Earlier work this paper cites.
Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. In Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval,2015
Aliaksei Severyn and Alessandro Moschitti. 2015 · 2015
Earlier work this paper cites.
Rupesh Kumar Srivastava, Klaus Greff, and Jürgen Schmidhuber. 2015 · 2015
Earlier work this paper cites.
A Long Short-Term Memory Model for Answer Sentence Selection in Question Answering. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, ACL 2015
Di Wang and Eric Nyberg. 2015 · 2015
Earlier work this paper cites.
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora. In Proceedings of the 10th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2016
Alberto Barrón-Cedeño, Giovanni Da San Martino, Shafiq R. Joty, Alessandro Moschitti, Fahad Al-Obaidli, Salvatore Romeo, Kateryna Tymoshenko, and Antonio Uva. 2016 · 2016
Earlier work this paper cites.
Cícero Nogueira dos Santos, Ming Tan, Bing Xiang, and Bowen Zhou. 2016 · 2016
Earlier work this paper cites.
KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers. In Proceedings of the 10th International Workshop on Semantic Evaluation, SemEval@NAACL-HLT 2016, 2016
Simone Filice, Danilo Croce, Alessandro Moschitti, and Roberto Basili. 2016 · 2016
Earlier work this paper cites.
Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement. In NAACL HLT 2016, The 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, San Diego California, USA, June 12-17, 2016
Hua He and Jimmy J. Lin. 2016 · 2016
Cited alongside, same era.
Modelling Interaction of Sentence Pair with Coupled-LSTMs. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016
Pengfei Liu, Xipeng Qiu, Yaqian Zhou, Jifan Chen, and Xuanjing Huang. 2016 · 2016
Cited alongside, same era.
Siamese Recurrent Architectures for Learning Sentence Similarity. In Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Jonas Mueller and Aditya Thyagarajan. 2016 · 2016
Cited alongside, same era.
Text Matching as Image Recognition
Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Shengxian Wan, and Xueqi Cheng. 2016 · 2016
Cited alongside, same era.
Enhanced LSTM for Natural Language Inference. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017
Qian Chen, Xiaodan Zhu, Zhen-Hua Ling, Si Wei, Hui Jiang, and Diana Inkpen. 2017 · 2017
Later among the works it cites.
Neural ranking models with weak supervision. In Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval
Mostafa Dehghani, Hamed Zamani, Aliaksei Severyn, Jaap Kamps, and W Bruce Croft. 2017 · 2017
Later among the works it cites.
PACRR: A Position-Aware Neural IR Model for Relevance Matching. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
Kai Hui, Andrew Yates, Klaus Berberich, and Gerard de Melo. 2017a · 2017
Later among the works it cites.
RE-PACRR: A Context and Density-Aware Neural Information Retrieval Model
Kai Hui, Andrew Yates, Klaus Berberich, and Gerard de Melo. 2017b · 2017
Later among the works it cites.
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A Decomposable Attention Model for Natural Language Inference. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, EMNLP 2016, Austin, Texas, USA, November 1-4, 2016
Ankur P. Parikh, Oscar Täckström, Dipanjan Das, and Jakob Uszkoreit. 2016 · 2016
Cited alongside, same era.
Noise-Contrastive Estimation for Answer Selection with Deep Neural Networks. In Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, CIKM 2016
Jinfeng Rao, Hua He, and Jimmy J. Lin. 2016 · 2016
Cited alongside, same era.
Bidirectional attention flow for machine comprehension
Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, and Hannaneh Hajishirzi. 2016 · 2016
Cited alongside, same era.
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Shengxian Wan, Yanyan Lan, Jun Xu, Jiafeng Guo, Liang Pang, and Xueqi Cheng. 2016b · 2016
Cited alongside, same era.
Inner Attention based Recurrent Neural Networks for Answer Selection. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016
Bingning Wang, Kang Liu, and Jun Zhao. 2016a · 2016
Cited alongside, same era.
A Compare-Aggregate Model for Matching Text Sequences
Shuohang Wang and Jing Jiang. 2016a · 2016
Cited alongside, same era.
Machine comprehension using match-lstm and answer pointer
Shuohang Wang and Jing Jiang. 2016b · 2016
Cited alongside, same era.
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Zhiguo Wang, Haitao Mi, and Abraham Ittycheriah. 2016b · 2016
Cited alongside, same era.
Learning to match using local and distributed representations of text for web search. In Proceedings of the 26th International Conference on World Wide Web
Bhaskar Mitra, Fernando Diaz, and Nick Craswell. 2017 · 2017
Later among the works it cites.
Inter-Weighted Alignment Network for Sentence Pair Modeling. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, EMNLP 2017
Gehui Shen, Yunlun Yang, and Zhi-Hong Deng. 2017 · 2017
Later among the works it cites.
Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture. In Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
Yi Tay, Minh C. Phan, Anh Tuan Luu, and Siu Cheung Hui. 2017a · 2017
Later among the works it cites.
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Yi Tay, Luu Anh Tuan, and Siu Cheung Hui. 2017b · 2017
Later among the works it cites.
Cross Temporal Recurrent Networks for Ranking Question Answer Pairs
Yi Tay, Luu Anh Tuan, and Siu Cheung Hui. 2017c · 2017
Later among the works it cites.
Bilateral Multi-Perspective Matching for Natural Language Sentences. In Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017
Zhiguo Wang, Wael Hamza, and Radu Florian. 2017 · 2017
Later among the works it cites.
Word-Entity Duet Representations for Document Ranking
Chenyan Xiong, Jamie Callan, and Tie-Yan Liu. 2017 · 2017
Later among the works it cites.
End-to-End Neural Ad-hoc Ranking with Kernel Pooling. In Proceedings of the 40th International ACM SIGIR Conference on Research & Development in Information Retrieval
Chenyan Xiong, Zhuyun Dai, Jamie Callan, Zhiyuan Liu, and Russell Power. 2017 · 2017
Later among the works it cites.
Attentive Interactive Neural Networks for Answer Selection in Community Question Answering. In Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Xiaodong Zhang, Sujian Li, Lei Sha, and Houfeng Wang. 2017 · 2017
Later among the works it cites.
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Jinfeng Rao, Wei Yang, Yuhao Zhang, Ferhan Ture, and Jimmy Lin. 2018 · 2018
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Multi-Pointer Co-Attention Networks for Recommendation
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End-to-End Quantum-like Language Models with Application to Question Answering
Peng Zhang, Jiabin Niu, Zhan Su, Benyou Wang, Liqun Ma, and Dawei Song. 2018 · 2018
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