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  自然语言处理（10月12日更新版）
[1] Uncertainty over Uncertainty: Investigating the Assumptions, Annotations, and Text Measurements of Economic Policy Uncertainty
作者 | Katherine A. Keith, Christoph Teichmann, Brendan O'Connor, Edgar Meij
链接 | https://arxiv.org/abs/2010.04706 
备注 | Accepted to the 2020 Natural Language Processing + Computational Social Science Workshop (NLP+CSS) at EMNLP
[2] Recursive Top-Down Production for Sentence Generation with Latent Trees
作者 | Shawn Tan, Yikang Shen, Timothy J. O'Donnell, Alessandro Sordoni, Aaron Courville
链接 | https://arxiv.org/abs/2010.04704 
[3] Learning Context-Free Languages with Nondeterministic Stack RNNs
作者 | Brian DuSell, David Chiang
链接 | https://arxiv.org/abs/2010.04674 
备注 | 13 pages, 5 figures, accepted for publication at CoNLL 2020
[4] Scaling Systematic Literature Reviews with Machine Learning Pipelines
作者 | Seraphina Goldfarb-Tarrant, Alexander Robertson, Jasmina Lazic, Theodora Tsouloufi, Louise Donnison, Karen Smyth
链接 | https://arxiv.org/abs/2010.04665 
备注 | In EMNLP 2020 Scholarly Document Processing Workshop
[5] Case Study: Deontological Ethics in NLP
作者 | Shrimai Prabhumoye, Brendon Boldt, Ruslan Salakhutdinov, Alan W Black
链接 | https://arxiv.org/abs/2010.04658 
[6] LSTMs Compose (and Learn) Bottom-Up
作者 | Naomi Saphra, Adam Lopez
链接 | https://arxiv.org/abs/2010.04650 
备注 | Published in EMNLP Findings 2020. arXiv admin note: substantial text overlap with arXiv:2004.13195
[7] High-order Semantic Role Labeling
作者 | Zuchao Li, Hai Zhao, Rui Wang, Kevin Parnow
链接 | https://arxiv.org/abs/2010.04641 
备注 | EMNLP 2020, ACL Findings
[8] Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction
作者 | Zhen Wu, Chengcan Ying, Fei Zhao, Zhifang Fan, Xinyu Dai, Rui Xia
链接 | https://arxiv.org/abs/2010.04640 
备注 | Accepted by Findings of EMNLP
[9] Recurrent babbling: evaluating the acquisition of grammar from limited input data
作者 | Ludovica Pannitto, Aurélie Herbelot
链接 | https://arxiv.org/abs/2010.04637 
[10] Examining the Ordering of Rhetorical Strategies in Persuasive Requests
作者 | Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Duen Horng (Polo) Chau, Diyi Yang
链接 | https://arxiv.org/abs/2010.04625 
备注 | Findings of EMNLP 2020
[11] Mark-Evaluate: Assessing Language Generation using Population Estimation Methods
作者 | Gonçalo Mordido, Christoph Meinel
链接 | https://arxiv.org/abs/2010.04606 
备注 | Accepted at COLING 2020
[12] Denoising Multi-Source Weak Supervision for Neural Text Classification
作者 | Wendi Ren, Yinghao Li, Hanting Su, David Kartchner, Cassie Mitchell, Chao Zhang
链接 | https://arxiv.org/abs/2010.04582 
备注 | 16 pages, 7 figures
[13] HENIN: Learning Heterogeneous Neural Interaction Networks for Explainable Cyberbullying Detection on Social Media
作者 | Hsin-Yu Chen, Cheng-Te Li
链接 | https://arxiv.org/abs/2010.04576 
项目链接 | https://github.com/HsinYu7330/HENIN
备注 | EMNLP 2020 long paper. 
[14] Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis
作者 | João A. Leite, Diego F. Silva, Kalina Bontcheva, Carolina Scarton
链接 | https://arxiv.org/abs/2010.04543 
备注 | Accepted to AACL-IJCNLP 2020
[15] Measuring What Counts: The case of Rumour Stance Classification
作者 | Carolina Scarton, Diego F. Silva, Kalina Bontcheva
链接 | https://arxiv.org/abs/2010.04532 
备注 | Accepted to AACL-IJCNLP 2020
[16] What Have We Achieved on Text Summarization?
作者 | Dandan Huang, Leyang Cui, Sen Yang, Guangsheng Bao, Kun Wang, Jun Xie, Yue Zhang
链接 | https://arxiv.org/abs/2010.04529 
备注 | Accepted by EMNLP 2020
[17] Online Back-Parsing for AMR-to-Text Generation
作者 | Xuefeng Bai, Linfeng Song, Yue Zhang
链接 | https://arxiv.org/abs/2010.04520 
备注 | To appear in EMNLP2020 main conference
[18] Self-Paced Learning for Neural Machine Translation
作者 | Yu Wan, Baosong Yang, Derek F. Wong, Yikai Zhou, Lidia S. Chao, Haibo Zhang, Boxing Chen
链接 | https://arxiv.org/abs/2010.04505 
备注 | Accepted by EMNLP2020
[19] Top-Rank-Focused Adaptive Vote Collection for the Evaluation of Domain-Specific Semantic Models
作者 | Pierangelo Lombardo, Alessio Boiardi, Luca Colombo, Angelo Schiavone, Nicolò Tamagnone
链接 | https://arxiv.org/abs/2010.04486 
备注 | This is a pre-print of an article published in the proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
[20] Word Level Language Identification in English Telugu Code Mixed Data
作者 | Sunil Gundapu, Radhika Mamidi
链接 | https://arxiv.org/abs/2010.04482 
备注 | 7 pages, 3 figures
[21] MLQE-PE: A Multilingual Quality Estimation and Post-Editing Dataset
作者 | Marina Fomicheva, Shuo Sun, Erick Fonseca, Frédéric Blain, Vishrav Chaudhary, Francisco Guzmán, Nina Lopatina, Lucia Specia, André F. T. Martins
链接 | https://arxiv.org/abs/2010.04480 
[22] Multichannel Generative Language Model: Learning All Possible Factorizations Within and Across Channels
作者 | Harris Chan, Jamie Kiros, William Chan
链接 | https://arxiv.org/abs/2010.04438 
备注 | 10 pages (+3 appendix), 11 figures, 5 tables. Accepted to Findings of EMNLP 2020
[23] Uncertainty-Aware Semantic Augmentation for Neural Machine Translation
作者 | Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Luxi Xing, Weihua Luo
链接 | https://arxiv.org/abs/2010.04411 
备注 | Accepted to EMNLP 2020, 12 pages, 2 figures, 9 tables
[24] gundapusunil at SemEval-2020 Task 9: Syntactic Semantic LSTM Architecture for SENTIment Analysis of Code-MIXed Data
作者 | Sunil Gundapu, Radhika Mamidi
链接 | https://arxiv.org/abs/2010.04395 
备注 | 6 pages, 2 figures
[25] A Survey of Knowledge-Enhanced Text Generation
作者 | Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, Meng Jiang
链接 | https://arxiv.org/abs/2010.04389 
项目链接 | https://github.com/wyu97/KENLG-Reading
[26] Graphing Contributions in Natural Language Processing Research: Intra-Annotator Agreement on a Trial Dataset
作者 | Jennifer D'Souza, Sören Auer
链接 | https://arxiv.org/abs/2010.04388 
备注 | For a forthcoming submission to JDIS Special Issue Organized by EEKE @ JCDL 2020
[27] Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation
作者 | Yan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing
链接 | https://arxiv.org/abs/2010.04383 
备注 | Accepted to EMNLP 2020, long paper
[28] Token-level Adaptive Training for Neural Machine Translation
作者 | Shuhao Gu, Jinchao Zhang, Fandong Meng, Yang Feng, Wanying Xie, Jie Zhou, Dong Yu
链接 | https://arxiv.org/abs/2010.04380 
备注 | 12 pages; Accepted by EMNLP 2020
[29] Q-learning with Language Model for Edit-based Unsupervised Summarization
作者 | Ryosuke Kohita, Akifumi Wachi, Yang Zhao, Ryuki Tachibana
链接 | https://arxiv.org/abs/2010.04379 
备注 | 14 pages, 4 figures
[30] iobes: A Library for Span-Level Processing
作者 | Brian Lester
链接 | https://arxiv.org/abs/2010.04373 
备注 | NLP-OSS 2020
[31] Pragmatically Informative Color Generation by Grounding Contextual Modifiers
作者 | Zhengxuan Wu, Desmond C. Ong
链接 | https://arxiv.org/abs/2010.04372 
备注 | 8 pages
[32] Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers
作者 | Brian Lester, Daniel Pressel, Amy Hemmeter, Sagnik Ray Choudhury, Srinivas Bangalore
链接 | https://arxiv.org/abs/2010.04362 
备注 | Findings of EMNLP 2020
[33] Style Attuned Pre-training and Parameter Efficient Fine-tuning for Spoken Language Understanding
作者 | Jin Cao, Jun Wang, Wael Hamza, Kelly Vanee, Shang-Wen Li
链接 | https://arxiv.org/abs/2010.04355 
备注 | Accepted at INTERSPEECH 2020
[34] Plug-and-Play Conversational Models
作者 | Andrea Madotto, Etsuko Ishii, Zhaojiang Lin, Sumanth Dathathri, Pascale Fung
链接 | https://arxiv.org/abs/2010.04344 
项目链接 | https://github.com/andreamad8/PPCM
备注 | Accepted in EMNLP findings
[35] NutCracker at WNUT-2020 Task 2: Robustly Identifying Informative COVID-19 Tweets using Ensembling and Adversarial Training
作者 | Priyanshu Kumar, Aadarsh Singh
链接 | https://arxiv.org/abs/2010.04335 
[36] Langsmith: An Interactive Academic Text Revision System
作者 | Takumi Ito, Tatsuki Kuribayashi, Masatoshi Hidaka, Jun Suzuki, Kentaro Inui
链接 | https://arxiv.org/abs/2010.04332 
备注 | Accepted at EMNLP 2020 (system demonstrations)
[37] Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning
作者 | Xiaomian Kang, Yang Zhao, Jiajun Zhang, Chengqing Zong
链接 | https://arxiv.org/abs/2010.04314 
备注 | Accepted to EMNLP 2020 long paper
[38] How Can Self-Attention Networks Recognize Dyck-n Languages?
作者 | Javid Ebrahimi, Dhruv Gelda, Wei Zhang
链接 | https://arxiv.org/abs/2010.04303 
[39] Masked ELMo: An evolution of ELMo towards fully contextual RNN language models
作者 | Gregory Senay, Emmanuelle Salin
链接 | https://arxiv.org/abs/2010.04302 
[40] Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task
作者 | Thibault Sellam, Amy Pu, Hyung Won Chung, Sebastian Gehrmann, Qijun Tan, Markus Freitag, Dipanjan Das, Ankur P. Parikh
链接 | https://arxiv.org/abs/2010.04297 
[41] Analysis of Disfluency in Children's Speech
作者 | Trang Tran, Morgan Tinkler, Gary Yeung, Abeer Alwan, Mari Ostendorf
链接 | https://arxiv.org/abs/2010.04293 
备注 | Interspeech 2020
[42] comp-syn: Perceptually Grounded Word Embeddings with Color
作者 | Bhargav Srinivasa Desikan, Tasker Hull, Ethan O. Nadler, Douglas Guilbeault, Aabir Abubaker Kar, Mark Chu, Donald Ruggiero Lo Sardo
链接 | https://arxiv.org/abs/2010.04292 
项目链接 | https://github.com/comp-syn/comp-syn
备注 |  Forthcoming in the Proceedings of the 28th International Conference on Computational Linguistics
[43] On the Role of Style in Parsing Speech with Neural Models
作者 | Trang Tran, Jiahong Yuan, Yang Liu, Mari Ostendorf
链接 | https://arxiv.org/abs/2010.04288 
备注 | Interspeech 2019
[44] Leveraging Unpaired Text Data for Training End-to-End Speech-to-Intent Systems
作者 | Yinghui Huang, Hong-Kwang Kuo, Samuel Thomas, Zvi Kons, Kartik Audhkhasi, Brian Kingsbury, Ron Hoory, Michael Picheny
链接 | https://arxiv.org/abs/2010.04284 
备注 | 5 pages, published in ICASSP 2020
[45] Fake Reviews Detection through Analysis of Linguistic Features
作者 | Faranak Abri, Luis Felipe Gutierrez, Akbar Siami Namin, Keith S. Jones, David R. W. Sears
链接 | https://arxiv.org/abs/2010.04260 
备注 | The pre-print of a paper to appear in the proceedings of the IEEE International Conference on Machine Learning Applications (ICMLA 2020), 11 pages, 3 figures, 5 tables
[46] Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks
作者 | Ansel MacLaughlin, Jwala Dhamala, Anoop Kumar, Sriram Venkatapathy, Ragav Venkatesan, Rahul Gupta
链接 | https://arxiv.org/abs/2010.04249 
[47] Dual Inference for Improving Language Understanding and Generation
作者 | Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
链接 | https://arxiv.org/abs/2010.04246 
备注 | Published in Findings of EMNLP 2020. The first two authors contributed to this paper equally
[48] Query-Key Normalization for Transformers
作者 | Alex Henry, Prudhvi Raj Dachapally, Shubham Pawar, Yuxuan Chen
链接 | https://arxiv.org/abs/2010.04245 
备注 | 8 pages, 2 figures, accepted at Findings of EMNLP 2020
[49] PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation
作者 | Abhishek Singh
链接 | https://arxiv.org/abs/2010.04191 
备注 | Accepted in FNS2020
[50] Causal Feature Selection with Dimension Reduction for Interpretable Text Classification
作者 | Guohou Shan, James Foulds, Shimei Pan
链接 | https://arxiv.org/abs/2010.04609 
备注 | 11 pages, 3 pages
[51] The NU Voice Conversion System for the Voice Conversion Challenge 2020: On the Effectiveness of Sequence-to-sequence Models and Autoregressive Neural Vocoders
作者 | Wen-Chin Huang, Patrick Lumban Tobing, Yi-Chiao Wu, Kazuhiro Kobayashi, Tomoki Toda
链接 | https://arxiv.org/abs/2010.04446 
备注 | Accepted to the ISCA Joint Workshop for the Blizzard Challenge and Voice Conversion Challenge 2020
[52] Baseline System of Voice Conversion Challenge 2020 with Cyclic Variational Autoencoder and Parallel WaveGAN
作者 | Patrick Lumban Tobing, Yi-Chiao Wu, Tomoki Toda
链接 | https://arxiv.org/abs/2010.04429 
[53] Hate is the New Infodemic: A Topic-aware Modeling of Hate Speech Diffusion on Twitter
作者 | Sarah Masud, Subhabrata Dutta, Sakshi Makkar, Chhavi Jain, Vikram Goyal, Amitava Das, Tanmoy Chakraborty
链接 | https://arxiv.org/abs/2010.04377 
备注 | 6 table, 9 figures, Full paper in 37th International Conference on Data Engineering (ICDE)
[54] Event Representation with Sequential, Semi-Supervised Discrete Variables
作者 | Mohammad Mehdi Rezaee Taghiabadi, Francis Ferraro
链接 | https://arxiv.org/abs/2010.04361 
[55] Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling
作者 | Jonathan Shen, Ye Jia, Mike Chrzanowski, Yu Zhang, Isaac Elias, Heiga Zen, Yonghui Wu
链接 | https://arxiv.org/abs/2010.04301 
备注 | Under review as a conference paper at ICLR 2021
[56] Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements
作者 | Yang Li, Gang Li, Luheng He, Jingjie Zheng, Hong Li, Zhiwei Guan
链接 | https://arxiv.org/abs/2010.04295 
备注 | 16 pages, EMNLP 2020
—完—
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