arxiv每日论文速递:自然语言处理相关(2月11日更新版)

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   自然语言处理(2月11日更新版)

[1] End-to-End Multi-speaker Speech Recognition with Transformer
作者 | Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe
链接 | https://arxiv.org/pdf/2002.03921 
备注 | To appear in ICASSP 2020

[2] A Probabilistic Formulation of Unsupervised Text Style Transfer
作者 | Junxian He, Xinyi Wang, Graham Neubig, Taylor Berg-Kirkpatrick
链接 | https://arxiv.org/pdf/2002.03912 
备注 | ICLR 2020 conference paper (spotlight). 

[3] A Study of Human Summaries of Scientific Articles
作者 | Odellia Boni, Guy Feigenblat, Doron Cohen, Haggai Roitman, David Konopnicki
链接 | https://arxiv.org/pdf/2002.03604 

[4] What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process
作者 | Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
链接 | https://arxiv.org/pdf/2002.03536 
备注 | accepted by The Web Conference 2020 (WWW'20)

[5] Multilingual Alignment of Contextual Word Representations
作者 | Steven Cao, Nikita Kitaev, Dan Klein
链接 | https://arxiv.org/pdf/2002.03518 
备注 | ICLR 2020

[6] Limits of Detecting Text Generated by Large-Scale Language Models
作者 | Lav R. Varshney, Nitish Shirish Keskar, Richard Socher
链接 | https://arxiv.org/pdf/2002.03438 
备注 | ITA 2020

[7] Abstractive Summarization for Low Resource Data using Domain Transfer and Data Synthesis
作者 | Ahmed Magooda, Diane Litman
链接 | https://arxiv.org/pdf/2002.03407 
备注 | To be published in FLAIRS33 and appear in he proceedings of AAAI

[8] Attend to the beginning: A study on using bidirectional attention for extractive summarization
作者 | Ahmed Magooda, Cezary Marcjan
链接 | https://arxiv.org/pdf/2002.03405 
备注 | To be published in FLAIRS33 and appear in he proceedings of AAAI

[9] Short Text Classification via Knowledge powered Attention with Similarity Matrix based CNN
作者 | Mingchen Li, Gabtone.Clinton, Yijia Miao, Feng Gao
链接 | https://arxiv.org/pdf/2002.03350 

[10] Rough Set based Aggregate Rank Measure & its Application to Supervised Multi Document Summarization
作者 | Nidhika Yadav, Niladri Chatterjee
链接 | https://arxiv.org/pdf/2002.03259 
备注 | The paper proposes a novel Rough Set based technique to compute rank in a decision system. This is further evaluated on the problem of Supervised Text Summarization. The paper contains 9 pages, illustrative examples, theoretical properties, and experimental evaluations on standard datasets

[11] Mining Commonsense Facts from the Physical World
作者 | Yanyan Zou
链接 | https://arxiv.org/pdf/2002.03149 

[12] HHH: An Online Medical Chatbot System based on Knowledge Graph and Hierarchical Bi-Directional Attention
作者 | Qiming Bao, Lin Ni, Jiamou Liu
链接 | https://arxiv.org/pdf/2002.03140 
备注 | 10 pages, 9 figures, 3 tables. Proceedings of the Australasian Computer Science Week Multiconference (ACSW 2020)

[13] LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention
作者 | Xiaoya Li, Yuxian Meng, Arianna Yuan, Fei Wu, Jiwei Li
链接 | https://arxiv.org/pdf/2002.03084 

[14] Blank Language Models
作者 | Tianxiao Shen, Victor Quach, Regina Barzilay, Tommi Jaakkola
链接 | https://arxiv.org/pdf/2002.03079 

[15] Description Based Text Classification with Reinforcement Learning
作者 | Duo Chai, Wei Wu, Qinghong Han, Fei Wu, Jiwei Li
链接 | https://arxiv.org/pdf/2002.03067 

[16] autoNLP: NLP Feature Recommendations for Text Analytics Applications
作者 | Janardan Misra
链接 | https://arxiv.org/pdf/2002.03056 

[17] Snippext: Semi-supervised Opinion Mining with Augmented Data
作者 | Zhengjie Miao, Yuliang Li, Xiaolan Wang, Wang-Chiew Tan
链接 | https://arxiv.org/pdf/2002.03049 
备注 | Accepted to WWW 2020

[18] Pre-training Tasks for Embedding-based Large-scale Retrieval
作者 | Wei-Cheng Chang, Felix X. Yu, Yin-Wen Chang, Yiming Yang, Sanjiv Kumar
链接 | https://arxiv.org/pdf/2002.03932 
备注 | Accepted by ICLR 2020

[19] A Novel Kuhnian Ontology for Epistemic Classification of STM Scholarly Articles
作者 | Khalid M. Saqr, Abdelrahman Elsharawy
链接 | https://arxiv.org/pdf/2002.03531 

[20] SPA: Verbal Interactions between Agents and Avatars in Shared Virtual Environments using Propositional Planning
作者 | Andrew Best, Sahil Narang, Dinesh Manocha
链接 | https://arxiv.org/pdf/2002.03246 

[21] Time-aware Large Kernel Convolutions
作者 | Vasileios Lioutas, Yuhong Guo
链接 | https://arxiv.org/pdf/2002.03184 

[22] A Multilingual View of Unsupervised Machine Translation
作者 | Xavier Garcia, Pierre Foret, Thibault Sellam, Ankur P. Parikh
链接 | https://arxiv.org/pdf/2002.02955 

[23] BERT-of-Theseus: Compressing BERT by Progressive Module Replacing
作者 | Canwen Xu, Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou
链接 | https://arxiv.org/pdf/2002.02925 

[24] Neural Machine Translation System of Indic Languages -- An Attention based Approach
作者 | Parth Shah, Vishvajit Bakrola
链接 | https://arxiv.org/pdf/2002.02758 

[25] On-Device Information Extraction from SMS using Hybrid Hierarchical Classification
作者 | Shubham Vatsal, Naresh Purre, Sukumar Moharana, Gopi Ramena, Debi Prasanna Mohanty
链接 | https://arxiv.org/pdf/2002.02755 
备注 | to be published in IEEE ICSC 2020 proceedings

[26] Incorporating Visual Semantics into Sentence Representations within a Grounded Space
作者 | Patrick Bordes, Eloi Zablocki, Laure Soulier, Benjamin Piwowarski, Patrick Gallinari
链接 | https://arxiv.org/pdf/2002.02734 

[27] Multimodal Matching Transformer for Live Commenting
作者 | Chaoqun Duan, Lei Cui, Shuming Ma, Furu Wei, Conghui Zhu, Tiejun Zhao
链接 | https://arxiv.org/pdf/2002.02649 

[28] Translating Web Search Queries into Natural Language Questions
作者 | Adarsh Kumar, Sandipan Dandapat, Sushil Chordia
链接 | https://arxiv.org/pdf/2002.02631 
备注 | Eleventh International Conference on Language Resources and Evaluation, LREC 2018

[29] Introducing Aspects of Creativity in Automatic Poetry Generation
作者 | Brendan Bena, Jugal Kalita
链接 | https://arxiv.org/pdf/2002.02511 
备注 | ICON-2019

[30] Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker
作者 | Pavel Gulyaev, Eugenia Elistratova, Vasily Konovalov, Yuri Kuratov, Leonid Pugachev, Mikhail Burtsev
链接 | https://arxiv.org/pdf/2002.02450 

[31] I love your chain mail! Making knights smile in a fantasy game world: Open-domain goal-orientated dialogue agents
作者 | Shrimai Prabhumoye, Margaret Li, Jack Urbanek, Emily Dinan, Douwe Kiela, Jason Weston, Arthur Szlam
链接 | https://arxiv.org/pdf/2002.02878 

[32] Unsupervised pretraining transfers well across languages
作者 | Morgane Rivière, Armand Joulin, Pierre-Emmanuel Mazaré, Emmanuel Dupoux
链接 | https://arxiv.org/pdf/2002.02848 
备注 | Accepted at ICASSP 2020. However the 2 pages of supplementary materials will appear only in the arxiv version

[33] Depressed individuals express more distorted thinking on social media
作者 | Krishna C. Bathina, Marijn ten Thij, Lorenzo Lorenzo-Luaces, Lauren A. Rutter, Johan Bollen
链接 | https://arxiv.org/pdf/2002.02800 

[34] LEAP System for SRE19 Challenge -- Improvements and Error Analysis
作者 | Shreyas Ramoji, Prashant Krishnan, Bhargavram Mysore, Prachi Singh, Sriram Ganapathy
链接 | https://arxiv.org/pdf/2002.02735 
备注 | Submitted to Odyssey 2020, the Speaker and Language Recognition Workshop.

[35] Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss
作者 | Qian Zhang, Han Lu, Hasim Sak, Anshuman Tripathi, Erik McDermott, Stephen Koo, Shankar Kumar
链接 | https://arxiv.org/pdf/2002.02562 
备注 | accept to the ICASSP 2020 

[36] Robust Multi-channel Speech Recognition using Frequency Aligned Network
作者 | Taejin Park, Kenichi Kumatani, Minhua Wu, Shiva Sundaram
链接 | https://arxiv.org/pdf/2002.02520 

[37] Consistency of a Recurrent Language Model With Respect to Incomplete Decoding
作者 | Sean Welleck, Ilia Kulikov, Jaedeok Kim, Richard Yuanzhe Pang, Kyunghyun Cho
链接 | https://arxiv.org/pdf/2002.02492 


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