自然语言处理相关
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自然语言处理
[1] Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics链接 | https://arxiv.org/abs/2005.02991 备注 | To be published in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL)[2] PeTra: A Sparsely Supervised Memory Model for People Tracking作者 | Shubham Toshniwal, Allyson Ettinger, Kevin Gimpel, Karen Livescu链接 | https://arxiv.org/abs/2005.02990 [3] What are the Goals of Distributional Semantics?链接 | https://arxiv.org/abs/2005.02982 备注 | To be published in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL)[4] Seeing the Forest and the Trees: Detection and Cross-Document Coreference Resolution of Militarized Interstate Disputes链接 | https://arxiv.org/abs/2005.02966 [5] Multitask Models for Supervised Protests Detection in Texts链接 | https://arxiv.org/abs/2005.02954 [6] Harvesting and Refining Question-Answer Pairs for Unsupervised QA作者 | Zhongli Li, Wenhui Wang, Li Dong, Furu Wei, Ke Xu链接 | https://arxiv.org/abs/2005.02925 [7] Review of text style transfer based on deep learning作者 | Xiangyang Li, Guo Pu, Keyu Ming, Pu Li, Jie Wang, Yuxuan Wang, Sujian Li链接 | https://arxiv.org/abs/2005.02914 [8] TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking作者 | Michael Heck, Carel van Niekerk, Nurul Lubis, Christian Geishauser, Hsien-Chin Lin, Marco Moresi, Milica Gašić链接 | https://arxiv.org/abs/2005.02877 备注 | 10 pages, 6 figures, to be published in Proceedings of the 21st Annual SIGdial Meeting on Discourse and Dialogue[9] TAG : Type Auxiliary Guiding for Code Comment Generation作者 | Ruichu Cai, Zhihao Liang, Boyan Xu, Zijian Li, Yuexing Hao, Yao Chen链接 | https://arxiv.org/abs/2005.02835 [10] Digraphie des langues ouest africaines : Latin2Ajami : un algorithme de translitteration automatique作者 | El hadji M. Fall, El hadji M. Nguer, Bao Diop Sokhna, Mouhamadou Khoule, Mathieu Mangeot, Mame T. Cisse链接 | https://arxiv.org/abs/2005.02827 备注 | in French. TAlaf TALN 2016[11] An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining作者 | Yifan Peng, Qingyu Chen, Zhiyong Lu链接 | https://arxiv.org/abs/2005.02799 备注 | Accepted by BioNLP 2020[12] Unsupervised Neural Aspect Search with Related Terms Extraction作者 | Timur Sokhin, Maria Khodorchenko, Nikolay Butakov链接 | https://arxiv.org/abs/2005.02771 [13] Learning to Understand Child-directed and Adult-directed Speech作者 | Lieke Gelderloos, Grzegorz Chrupała, Afra Alishahi链接 | https://arxiv.org/abs/2005.02721 [14] Shape of synth to come: Why we should use synthetic data for English surface realization作者 | Henry Elder, Robert Burke, Alexander O'Connor, Jennifer Foster链接 | https://arxiv.org/abs/2005.02693 [15] A Top-Down Neural Architecture towards Text-Level Parsing of Discourse Rhetorical Structure作者 | Longyin Zhang, Yuqing Xing, Fang Kong, Peifeng Li, Guodong Zhou链接 | https://arxiv.org/abs/2005.02680 备注 | Accepted by ACL 2020[16] Building A User-Centric and Content-Driven Socialbot链接 | https://arxiv.org/abs/2005.02623 [17] Moving Down the Long Tail of Word Sense Disambiguation with Gloss-Informed Biencoders作者 | Terra Blevins, Luke Zettlemoyer链接 | https://arxiv.org/abs/2005.02590 备注 | Accepted to ACL 2020[18] Crossing Variational Autoencoders for Answer Retrieval作者 | Wenhao Yu, Lingfei Wu, Qingkai Zeng, Yu Deng, Shu Tao, Meng Jiang链接 | https://arxiv.org/abs/2005.02557 备注 | Accepted to ACL 2020[19] Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback作者 | Ahmed Elgohary, Saghar Hosseini, Ahmed Hassan Awadallah链接 | https://arxiv.org/abs/2005.02539 [20] The Cascade Transformer: an Application for Efficient Answer Sentence Selection作者 | Luca Soldaini, Alessandro Moschitti链接 | https://arxiv.org/abs/2005.02534 备注 | Accepted to ACL 2020 (long)[21] Phonetic and Visual Priors for Decipherment of Informal Romanization作者 | Maria Ryskina, Matthew R. Gormley, Taylor Berg-Kirkpatrick链接 | https://arxiv.org/abs/2005.02517 备注 | To appear at ACL 2020[22] MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models作者 | Mandy Guo, Yinfei Yang, Daniel Cer, Qinlan Shen, Noah Constant链接 | https://arxiv.org/abs/2005.02507 [23] Efficient strategies for hierarchical text classification: External knowledge and auxiliary tasks作者 | Kervy Rivas Rojas, Gina Bustamante, Marco A. Sobrevilla Cabezudo, Arturo Oncevay链接 | https://arxiv.org/abs/2005.02473 备注 | Accepted at ACL 2020[24] Russian Natural Language Generation: Creation of a Language Modelling Dataset and Evaluation with Modern Neural Architectures作者 | Zein Shaheen, Gerhard Wohlgenannt, Bassel Zaity, Dmitry Mouromtsev, Vadim Pak链接 | https://arxiv.org/abs/2005.02470 [25] Contextualizing Hate Speech Classifiers with Post-hoc Explanation作者 | Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, Morteza Dehghani, Xiang Ren链接 | https://arxiv.org/abs/2005.02439 备注 | To appear in Proceedings of the 2020 Annual Conference of the Association for Computational Linguistics[26] Automated Personalized Feedback Improves Learning Gains in an Intelligent Tutoring System作者 | Ekaterina Kochmar, Dung Do Vu, Robert Belfer, Varun Gupta, Iulian Vlad Serban, Joelle Pineau链接 | https://arxiv.org/abs/2005.02431 备注 | Artificial Intelligence for Education 2020 (AIED)[27] Graph-Embedding Empowered Entity Retrieval作者 | Emma J. Gerritse, Faegheh Hasibi, Arjen P. de Vries链接 | https://arxiv.org/abs/2005.02843 [28] A Large-scale Industrial and Professional Occupation Dataset作者 | Junhua Liu, Yung Chuen Ng, Kwan Hui Lim链接 | https://arxiv.org/abs/2005.02780 [29] Learning Architectures from an Extended Search Space for Language Modeling作者 | Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li链接 | https://arxiv.org/abs/2005.02593 [30] Probing the Natural Language Inference Task with Automated Reasoning Tools作者 | Zaid Marji, Animesh Nighojkar, John Licato链接 | https://arxiv.org/abs/2005.02573 备注 | Accepted to Proceedings of The 33rd International Florida Artificial Intelligence Research Society Conference (FLAIRS-33, 2020)[31] ESG2Risk: A Deep Learning Framework from ESG News to Stock Volatility Prediction作者 | Tian Guo, Nicolas Jamet, Valentin Betrix, Louis-Alexandre Piquet, Emmanuel Hauptmann链接 | https://arxiv.org/abs/2005.02527 [32] Cross-media Structured Common Space for Multimedia Event Extraction作者 | Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang链接 | https://arxiv.org/abs/2005.02472 备注 | Accepted as an oral paper at ACL 2020
