每日论文速递：自然语言处理相关（5月20日更新版）

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自然语言处理（5月20日更新版） 

[1] A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks

作者 | Angela S. Lin, Sudha Rao, Asli Celikyilmaz, Elnaz Nouri, Chris Brockett, Debadeepta Dey, Bill Dolan

链接 | https://arxiv.org/abs/2005.09606 

备注 | This paper has been accepted to be published at ACL 2020

 

[2] Comparing Transformers and RNNs on predicting human sentence processing data

作者 | Danny Merkx, Stefan L. Frank

链接 | https://arxiv.org/abs/2005.09471 

 

[3] Functorial Language Games for Question Answering

作者 | Giovanni de Felice, Elena Di Lavore, Mario Román, Alexis Toumi

链接 | https://arxiv.org/abs/2005.09439 

 

[4] Embeddings as representation for symbolic music

作者 | Sebastian Garcia-Valencia

链接 | https://arxiv.org/abs/2005.09406 

 

[5] Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain

作者 | Lukas Lange, Heike Adel, Jannik Strötgen

链接 | https://arxiv.org/abs/2005.09397 

备注 | ACL 2020

 

[6] Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text

作者 | Lukas Lange, Anastasiia Iurshina, Heike Adel, Jannik Strötgen

链接 | https://arxiv.org/abs/2005.09392 

备注 | RepL4NLP at ACL 2020

 

[7] On the Choice of Auxiliary Languages for Improved Sequence Tagging

作者 | Lukas Lange, Heike Adel, Jannik Strötgen

链接 | https://arxiv.org/abs/2005.09389 

备注 | RepL4NLP at ACL 2020

 

[8] Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text

作者 | Felix Hill, Sona Mokra, Nathaniel Wong, Tim Harley

链接 | https://arxiv.org/abs/2005.09382 

 

[9] Staying True to Your Word: (How) Can Attention Become Explanation?

作者 | Martin Tutek, Jan Šnajder

链接 | https://arxiv.org/abs/2005.09379 

 

[10] Matching Questions and Answers in Dialogues from Online Forums

作者 | Qi Jia, Mengxue Zhang, Shengyao Zhang, Kenny Q. Zhu

链接 | https://arxiv.org/abs/2005.09276 

备注 | Accepted at ECAI2020

 

[11] Improving Accent Conversion with Reference Encoder and End-To-End Text-To-Speech

作者 | Wenjie Li, Benlai Tang, Xiang Yin, Yushi Zhao, Wei Li, Kang Wang, Hao Huang, Yuxuan Wang, Zejun Ma

链接 | https://arxiv.org/abs/2005.09271 

 

[12] Iterative Pseudo-Labeling for Speech Recognition

作者 | Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Hannun, Gabriel Synnaeve, Ronan Collobert

链接 | https://arxiv.org/abs/2005.09267 

 

[13] Cross-lingual Transfer Learning for Dialogue Act Recognition

作者 | Jiří Martínek, Christophe Cerisara, Pavel Král, Ladislav Lenc

链接 | https://arxiv.org/abs/2005.09260 

备注 | Submitted for Interspeech 2020

 

[14] NEJM-enzh: A Parallel Corpus for English-Chinese Translation in the Biomedical Domain

作者 | Boxiang Liu, Liang Huang

链接 | https://arxiv.org/abs/2005.09133 

 

[15] Neural Generation of Dialogue Response Timings

作者 | Matthew Roddy, Naomi Harte

链接 | https://arxiv.org/abs/2005.09128 

备注 | Accepted to ACL 2020

 

[16] GPT-too: A language-model-first approach for AMR-to-text generation

作者 | Manuel Mager, Ramon Fernandez Astudillo, Tahira Naseem, Md Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos

链接 | https://arxiv.org/abs/2005.09123 

备注 | Paper accepted to the Annual Meeting of the Association for Computational Linguistics (ACL 2020)

 

[17] Contextual Embeddings: When Are They Worth It?

作者 | Simran Arora, Avner May, Jian Zhang, Christopher Re

链接 | https://arxiv.org/abs/2005.09117 

备注 | ACL 2020

 

[18] (Re)construing Meaning in NLP

作者 | Sean Trott, Tiago Timponi Torrent, Nancy Chang, Nathan Schneider

链接 | https://arxiv.org/abs/2005.09099 

备注 | ACL 2020 camera-ready

 

[19] Are All Languages Created Equal in Multilingual BERT?

作者 | Shijie Wu, Mark Dredze

链接 | https://arxiv.org/abs/2005.09093 

备注 | Repl4NLP Workshop 2020

 

[20] P-SIF: Document Embeddings Using Partition Averaging

作者 | Vivek Gupta, Ankit Saw, Pegah Nokhiz, Praneeth Netrapalli, Piyush Rai, Partha Talukdar

链接 | https://arxiv.org/abs/2005.09069 

项目链接 | http://vivgupt.blogspot.com/2019/06/document-vector-estimation-using.html

备注 | AAAI 2020

 

[21] Question-Driven Summarization of Answers to Consumer Health Questions

作者 | Max Savery, Asma Ben Abacha, Soumya Gayen, Dina Demner-Fushman

链接 | https://arxiv.org/abs/2005.09067 

 

[22] Arabic Offensive Language Detection Using Machine Learning and Ensemble Machine Learning Approaches

作者 | Fatemah Husain

链接 | https://arxiv.org/abs/2005.08946 

 

[23] Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge

作者 | Benjamin van Niekerk, Leanne Nortje, Herman Kamper

链接 | https://arxiv.org/abs/2005.09409 

 

[24] Enhancing Monotonic Multihead Attention for Streaming ASR

作者 | Hirofumi Inaguma, Masato Mimura, Tatsuya Kawahara

链接 | https://arxiv.org/abs/2005.09394 

 

[25] Investigations on Phoneme-Based End-To-End Speech Recognition

作者 | Albert Zeyer, Wei Zhou, Thomas Ng, Ralf Schlüter, Hermann Ney

链接 | https://arxiv.org/abs/2005.09336 

备注 | submission to Interspeech 2020

 

[26] ISeeU2: Visually Interpretable ICU mortality prediction using deep learning and free-text medical notes

作者 | William Caicedo-Torres, Jairo Gutierrez

链接 | https://arxiv.org/abs/2005.09284 

 

[27] Bayesian Subspace HMM for the Zerospeech 2020 Challenge

作者 | Bolaji Yusuf, Lucas Ondel

链接 | https://arxiv.org/abs/2005.09282 

备注 | Submitted to INTERSPEECH 2020

 

[28] Generative Adversarial Training Data Adaptation for Very Low-resource Automatic Speech Recognition

作者 | Kohei Matsuura, Masato Mimura, Shinsuke Sakai, Tatsuya Kawahara

链接 | https://arxiv.org/abs/2005.09256 

备注 | Submitted to Interspeech 2020

 

[29] Assertion Detection in Multi-Label Clinical Text using Scope Localization

作者 | Rajeev Bhatt Ambati, Ahmed Ada Hanifi, Ramya Vunikili, Puneet Sharma, Oladimeji Farri

链接 | https://arxiv.org/abs/2005.09246 

 

[30] The Effect of Moderation on Online Mental Health Conversations

作者 | David Wadden, Tal August, Qisheng Li, Tim Althoff

链接 | https://arxiv.org/abs/2005.09225 

 

[31] Table Search Using a Deep Contextualized Language Model

作者 | Zhiyu Chen, Mohamed Trabelsi, Jeff Heflin, Yinan Xu, Brian D. Davison

链接 | https://arxiv.org/abs/2005.09207 

备注 | Accepted at SIGIR 2020 (long)

 

[32] Quantifying the Uncertainty of Precision Estimates for Rule based Text Classifiers

作者 | James Nutaro, Ozgur Ozmen

链接 | https://arxiv.org/abs/2005.09198 

 

[33] Retrieving and Highlighting Action with Spatiotemporal Reference

作者 | Seito Kasai, Yuchi Ishikawa, Masaki Hayashi, Yoshimitsu Aoki, Kensho Hara, Hirokatsu Kataoka

链接 | https://arxiv.org/abs/2005.09183 

备注 | Accepted to ICIP 2020

 

[34] Fast, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces

作者 | Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig

链接 | https://arxiv.org/abs/2005.09150 

备注 | submitted to interspeech 2020

 

[35] Weak-Attention Suppression For Transformer Based Speech Recognition

作者 | Yangyang Shi, Yongqiang Wang, Chunyang Wu, Christian Fuegen, Frank Zhang, Duc Le, Ching-Feng Yeh, Michael L. Seltzer

链接 | https://arxiv.org/abs/2005.09137 

备注 | submitted to interspeech 2020

 

[36] On the Power of Unambiguity in Büchi Complementation

作者 | Yong Li, Moshe Y. Vardi, Lijun Zhang

链接 | https://arxiv.org/abs/2005.09125 

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