每日论文速递：自然语言处理相关（6月11日更新版）
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自然语言处理（6月11日更新版）
[1] Revisiting Few-sample BERT Fine-tuning
作者 | Tianyi Zhang, Felix Wu, Arzoo Katiyar, Kilian Q. Weinberger, Yoav Artzi
链接 | https://arxiv.org/abs/2006.05987
[2] ClarQ: A large-scale and diverse dataset for Clarification Question Generation
作者 | Vaibhav Kumar, Alan W. black
链接 | https://arxiv.org/abs/2006.05986
备注 | Accepted at ACL 2020
[3] Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus
作者 | Luisa Bentivogli, Beatrice Savoldi, Matteo Negri, Mattia Antonino Di Gangi, Roldano Cattoni, Marco Turchi
链接 | https://arxiv.org/abs/2006.05754
备注 | accepted at ACL 2020
[4] MC-BERT: Efficient Language Pre-Training via a Meta Controller
作者 | Zhenhui Xu, Linyuan Gong, Guolin Ke, Di He, Shuxin Zheng, Liwei Wang, Jiang Bian, Tie-Yan Liu
链接 | https://arxiv.org/abs/2006.05744
[5] Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
作者 | Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu
链接 | https://arxiv.org/abs/2006.05702
备注 | Accepted by ACL2020
[6] Position Masking for Language Models
作者 | Andy Wagner, Tiyasa Mitra, Mrinal Iyer, Godfrey Da Costa, Marc Tremblay
链接 | https://arxiv.org/abs/2006.05676
[7] Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors
作者 | Longshaokan Wang, Maryam Fazel-Zarandi, Aditya Tiwari, Spyros Matsoukas, Lazaros Polymenakos
链接 | https://arxiv.org/abs/2006.05635
备注 | To be presented at 2nd Workshop on NLP for ConvAI, ACL 2020
[8] Understanding Points of Correspondence between Sentences for Abstractive Summarization
作者 | Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu
链接 | https://arxiv.org/abs/2006.05621
备注 | Camera-ready version for ACL 2020 Student Research Workshop (SRW)
[9] Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis
作者 | Yong Dai, Jian Liu, Xiancong Ren, Zenglin Xu
链接 | https://arxiv.org/abs/2006.05602
[10] Predicting and Analyzing Law-Making in Kenya
作者 | Oyinlola Babafemi, Adewale Akinfaderin
链接 | https://arxiv.org/abs/2006.05493
备注 | Accepted at 4th Widening NLP Workshop, Annual Meeting of the Association for Computational Linguistics, ACL 2020
[11] Modeling Label Semantics for Predicting Emotional Reactions
作者 | Radhika Gaonkar, Heeyoung Kwon, Mohaddeseh Bastan, Niranjan Balasubramanian, Nathanael Chambers
链接 | https://arxiv.org/abs/2006.05489
备注 | to be published in The 58th Annual Meeting of the Association for Computational Linguistics 2020
[12] Unsupervised Paraphrase Generation using Pre-trained Language Models
作者 | Chaitra Hegde, Shrikumar Patil
链接 | https://arxiv.org/abs/2006.05477
[13] Examination and Extension of Strategies for Improving Personalized Language Modeling via Interpolation
作者 | Liqun Shao, Sahitya Mantravadi, Tom Manzini, Alejandro Buendia, Manon Knoertzer, Soundar Srinivasan, Chris Quirk
链接 | https://arxiv.org/abs/2006.05469
备注 | ACL Natural Language Interface Workshop 2020, short paper
[14] Combination of abstractive and extractive approaches for summarization of long scientific texts
作者 | Vladislav Tretyak
链接 | https://arxiv.org/abs/2006.05354
备注 | submitted to 23rd International Conference on Discovery Science
[15] Extensive Error Analysis and a Learning-Based Evaluation of Medical Entity Recognition Systems to Approximate User Experience
作者 | Isar Nejadgholi, Kathleen C. Fraser, Berry De Bruijn
链接 | https://arxiv.org/abs/2006.05281
备注 | to appear at BioNLP2020
[16] Knowledge-Aided Open-Domain Question Answering
作者 | Mantong Zhou, Zhouxing Shi, Minlie Huang, Xiaoyan Zhu
链接 | https://arxiv.org/abs/2006.05244
[17] Re-evaluating phoneme frequencies
作者 | Jayden L. Macklin-Cordes, Erich R. Round
链接 | https://arxiv.org/abs/2006.05206
备注 | This article has been submitted but not yet accepted for publication. Supplementary information, data and code available at https://zenodo.org/record/3886212#.XuHS1UUzb_U
[18] Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation
作者 | Qiu Ran, Yankai Lin, Peng Li, Jie Zhou
链接 | https://arxiv.org/abs/2006.05165
备注 | This work has been accepted for publication at ACL2020
[19] ConfNet2Seq: Full Length Answer Generation from Spoken Questions
作者 | Vaishali Pal, Manish Shrivastava, Laurent Besacier
链接 | https://arxiv.org/abs/2006.05163
备注 | Accepted at Text, Speech and Dialogue, 2020
[20] Human brain activity for machine attention
作者 | Lukas Muttenthaler, Nora Hollenstein, Maria Barrett
链接 | https://arxiv.org/abs/2006.05113
[21] HausaMT v1.0: Towards English-Hausa Neural Machine Translation
作者 | Adewale Akinfaderin
链接 | https://arxiv.org/abs/2006.05014
备注 | Accepted at 4th Widening NLP Workshop, Annual Meeting of the Association for Computational Linguistics, ACL 2020
[22] Universal Vector Neural Machine Translation With Effective Attention
作者 | Satish Mylapore, Ryan Quincy Paul, Joshua Yi, Robert D. Slater
链接 | https://arxiv.org/abs/2006.05003
[23] Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media
作者 | Hansi Hettiarachchi (1), Mariam Adedoyin-Olowe (1), Jagdev Bhogal (1), Mohamed Medhat Gaber (1) ((1) School of Computing and Digital Technology, Birmingham City University, UK)
链接 | https://arxiv.org/abs/2006.05908
备注 | Submitted to Journal of Neural Computing and Applications, Springer
[24] Estimating semantic structure for the VQA answer space
作者 | Corentin Kervadec (imagine), Grigory Antipov, Moez Baccouche, Christian Wolf (imagine)
链接 | https://arxiv.org/abs/2006.05726
[25] Learning Functions to Study the Benefit of Multitask Learning
作者 | Gabriele Bettgenhäuser, Michael A. Hedderich, Dietrich Klakow
链接 | https://arxiv.org/abs/2006.05561
[26] Improving Cross-Lingual Transfer Learning for End-to-End Speech Recognition with Speech Translation
作者 | Changhan Wang, Juan Pino, Jiatao Gu
链接 | https://arxiv.org/abs/2006.05474
备注 | Submitted to INTERSPEECH 2020
[27] Dialog Policy Learning for Joint Clarification and Active Learning Queries
作者 | Aishwarya Padmakumar, Raymond J. Mooney
链接 | https://arxiv.org/abs/2006.05456
[28] Vocal markers from sustained phonation in Huntington’s Disease
作者 | Rachid Riad, Hadrien Titeux, Laurie Lemoine, Justine Montillot, Jennifer Hamet Bagnou, Xuan Nga Cao, Emmanuel Dupoux, Anne-Catherine Bachoud-Levi
链接 | https://arxiv.org/abs/2006.05365
备注 | submitted to INTERSPEECH 2020. 1 pages of supplementary material appear only in the arxiv version
[29] Learning not to Discriminate: Task Agnostic Learning for Improving Monolingual and Code-switched Speech Recognition
作者 | Gurunath Reddy Madhumani, Sanket Shah, Basil Abraham, Vikas Joshi, Sunayana Sitaram
链接 | https://arxiv.org/abs/2006.05257
[30] audino: A Modern Annotation Tool for Audio and Speech
作者 | Manraj Singh Grover, Pakhi Bamdev, Yaman Kumar, Mika Hama, Rajiv Ratn Shah
链接 | https://arxiv.org/abs/2006.05236
备注 | Submitted to 28th ACM International Conference on Multimedia
[31] Graph-Aware Transformer: Is Attention All Graphs Need?
作者 | Sanghyun Yoo, Young-Seok Kim, Kang Hyun Lee, Kuhwan Jeong, Junhwi Choi, Hoshik Lee, Young Sang Choi
链接 | https://arxiv.org/abs/2006.05213
[32] Hand-crafted Attention is All You Need? A Study of Attention on Self-supervised Audio Transformer
作者 | Tsung-Han Wu, Chun-Chen Hsieh, Yen-Hao Chen, Po-Han Chi, Hung-yi Lee
链接 | https://arxiv.org/abs/2006.05174
[33] On the Effectiveness of Neural Text Generation based Data Augmentation for Recognition of Morphologically Rich Speech
作者 | Balázs Tarján, György Szaszák, Tibor Fegyó, Péter Mihajlik
链接 | https://arxiv.org/abs/2006.05129
备注 | accepted for publication at TSD 2020
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