每日论文速递：自然语言处理相关（5月29日更新版）
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自然语言处理（5月29日更新版）
[1] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
作者 | Hanrui Wang, Zhanghao Wu, Zhijian Liu, Han Cai, Ligeng Zhu, Chuang Gan, Song Han
链接 | https://arxiv.org/abs/2005.14187
项目链接 | https://github.com/mit-han-lab/hardware-aware-transformers
备注 | Accepted to ACL 2020.
[2] Language Models are Few-Shot Learners
作者 | Tom B. Brown, Benjamin Mann, et al.
链接 | https://arxiv.org/abs/2005.14165
[3] Cats climb entails mammals move: preserving hyponymy in compositional distributional semantics
作者 | Gemma De las Cuevas, Andreas Klinger, Martha Lewis, Tim Netzer
链接 | https://arxiv.org/abs/2005.14134
备注 | Submitted to SemSpace 2020
[4] Adversarial Attacks and Defense on Textual Data: A Review
作者 | Aminul Huq, Mst. Tasnim Pervin
链接 | https://arxiv.org/abs/2005.14108
[5] Language (Technology) is Power: A Critical Survey of "Bias" in NLP
作者 | Su Lin Blodgett, Solon Barocas, Hal Daume III, Hanna Wallach
链接 | https://arxiv.org/abs/2005.14050
[6] Joint Modelling of Emotion and Abusive Language Detection
作者 | Santhosh Rajamanickam, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova
链接 | https://arxiv.org/abs/2005.14028
备注 | Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
[7] Variational Neural Machine Translation with Normalizing Flows
作者 | Hendra Setiawan, Matthias Sperber, Udhay Nallasamy, Matthias Paulik
链接 | https://arxiv.org/abs/2005.13978
备注 | To appear in 2020 Association for Computational Linguistics (ACL) as a short paper
[8] A Corpus for Large-Scale Phonetic Typology
作者 | Elizabeth Salesky, Eleanor Chodroff, Tiago Pimentel, Matthew Wiesner, Ryan Cotterell, Alan W Black, Jason Eisner
链接 | https://arxiv.org/abs/2005.13962
备注 | Accepted to ACL2020
[9] Generating Diverse and Consistent QA pairs from Contexts with Information-Maximizing Hierarchical Conditional VAEs
作者 | Dong Bok Lee, Seanie Lee, Woo Tae Jeong, Donghwan Kim, Sung Ju Hwang
链接 | https://arxiv.org/abs/2005.13837
备注 | ACL 2020
[10] Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search
作者 | Mittul Singh, Sami Virpioja, Peter Smit, Mikko Kurimo
链接 | https://arxiv.org/abs/2005.13827
备注 | INTERSPEECH 2019
[11] Contextual Dialogue Act Classification for Open-Domain Conversational Agents
作者 | Ali Ahmadvand, Jason Ingyu Choi, Eugene Agichtein
链接 | https://arxiv.org/abs/2005.13804
备注 | SIGIR 2019
[12] Would you Like to Talk about Sports Now? Towards Contextual Topic Suggestion for Open-Domain Conversational Agents
作者 | Ali Ahmadvand, Harshita Sahijwani, Eugene Agichtein
链接 | https://arxiv.org/abs/2005.13803
备注 | CHIIR 2020
[13] ConCET: Entity-Aware Topic Classification for Open-Domain Conversational Agents
作者 | Ali Ahmadvand, Harshita Sahijwani, Jason Ingyu Choi, Eugene Agichtein
链接 | https://arxiv.org/abs/2005.13798
备注 | CIKM 2019
[14] The SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion
作者 | Katharina Kann, Arya McCarthy, Garrett Nicolai, Mans Hulden
链接 | https://arxiv.org/abs/2005.13756
备注 | SIGMORPHON 2020
[15] Phone Features Improve Speech Translation
作者 | Elizabeth Salesky, Alan W Black
链接 | https://arxiv.org/abs/2005.13681
备注 | Accepted to ACL2020
[16] Language Representation Models for Fine-Grained Sentiment Classification
作者 | Brian Cheang, Bailey Wei, David Kogan, Howey Qiu, Masud Ahmed
链接 | https://arxiv.org/abs/2005.13619
[17] In search of isoglosses: continuous and discrete language embeddings in Slavic historical phonology
作者 | Chundra A. Cathcart, Florian Wandl
链接 | https://arxiv.org/abs/2005.13575
[18] Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution
作者 | Benedikt Boenninghoff, Steffen Zeiler, Robert M. Nickel, Dorothea Kolossa
链接 | https://arxiv.org/abs/2005.13930
备注 | Preprint
[19] When Can Self-Attention Be Replaced by Feed Forward Layers?
作者 | Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
链接 | https://arxiv.org/abs/2005.13895
[20] Learning Various Length Dependence by Dual Recurrent Neural Networks
作者 | Chenpeng Zhang (1), Shuai Li (2), Mao Ye (1), Ce Zhu (2), Xue Li (3) ((1) School of Computer Science and Engineering, University of Electronic Science and Technology of China, (2) School of Information and Communication Engineering, University of Electronic Science and Technology of China, (3) School of Information Technology and Electronic Engineering, The University of Queensland)
链接 | https://arxiv.org/abs/2005.13867
[21] User Intent Inference for Web Search and Conversational Agents
作者 | Ali Ahmadvand
链接 | https://arxiv.org/abs/2005.13808
备注 | WSDM2020
[22] JointMap: Joint Query Intent Understanding For Modeling Intent Hierarchies in E-commerce Search
作者 | Ali Ahmadvand, Surya Kallumadi, Faizan Javed, Eugene Agichtein
链接 | https://arxiv.org/abs/2005.13783
备注 | SIGIR 2020
[23] Complex networks for event detection in heterogeneous high volume news streams
作者 | Iraklis Moutidis, Hywel T.P. Williams
链接 | https://arxiv.org/abs/2005.13751
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