出品 | 深度学习这件小事
自然语言处理（10月30日更新版）
[1] Contextual BERT: Conditioning the Language Model Using a Global State
作者 | Timo I. Denk, Ana Peleteiro Ramallo
链接 | https://arxiv.org/abs/2010.15778
备注 | Accepted at the TextGraphs-14 workshop at COLING'2020 - The 28th International Conference on Computational Linguistics
[2] Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation
作者 | Hang Dong, Víctor Suárez-Paniagua, William Whiteley, Honghan Wu
链接 | https://arxiv.org/abs/2010.15728
备注 | Structured abstract in full text, 17 pages, 5 figures, 4 supplementary materials (3 extra pages), submitted to Journal of Biomedical Informatics
[3] May I Ask Who's Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance
链接 | https://arxiv.org/abs/2010.15598
备注 | The 6th Workshop on Noisy User-generated Text (W-NUT) 2020 at EMNLP
[4] Unbabel's Participation in the WMT20 Metrics Shared Task
作者 | Ricardo Rei, Craig Stewart, Catarina Farinha, Alon Lavie
链接 | https://arxiv.org/abs/2010.15535
备注 | WMT Metrics Shared Task 2020
[5] Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information
作者 | Yuyang Nie, Yuanhe Tian, Yan Song, Xiang Ao, Xiang Wan
链接 | https://arxiv.org/abs/2010.15466
备注 | Natural Language Processing. 15 pages, 3 figures, Findings of EMNLP-2020
[6] Named Entity Recognition for Social Media Texts with Semantic Augmentation
作者 | Yuyang Nie, Yuanhe Tian, Xiang Wan, Yan Song, Bo Dai
链接 | https://arxiv.org/abs/2010.15458
备注 | Natural Language Processing. 9 pages, 3 figures. EMNLP-2020
[7] Memory Attentive Fusion: External Language Model Integration for Transformer-based Sequence-to-Sequence Model
作者 | Mana Ihori, Ryo Masumura, Naoki Makishima, Tomohiro Tanaka, Akihiko Takashima, Shota Orihashi
链接 | https://arxiv.org/abs/2010.15437
备注 | Accepted as a short paper at INLG 2020
[8] Tilde at WMT 2020: News Task Systems
作者 | Rihards Krišlauks, Mārcis Pinnis
链接 | https://arxiv.org/abs/2010.15423
[9] Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue Management
作者 | Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci
链接 | https://arxiv.org/abs/2010.15411
备注 | Accepted at Transactions of Association of Computational Linguistics (to be presented at ACL 2021)
[10] Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection
作者 | Shaolei Wang, Zhongyuan Wang, Wanxiang Che, Ting Liu
链接 | https://arxiv.org/abs/2010.15360
[11] Multiple Sclerosis Severity Classification From Clinical Text
作者 | Alister D Costa, Stefan Denkovski, Michal Malyska, Sae Young Moon, Brandon Rufino, Zhen Yang, Taylor Killian, Marzyeh Ghassemi
链接 | https://arxiv.org/abs/2010.15316
备注 | EMNLP 2020 Clinical NLP workshop
[12] "where is this relationship going?": Understanding Relationship Trajectories in Narrative Text
作者 | Keen You, Dan Goldwasser
链接 | https://arxiv.org/abs/2010.15313
备注 | Accepted to *Sem 2020
[13] Uncovering Latent Biases in Text: Method and Application to Peer Review
作者 | Emaad Manzoor, Nihar B. Shah
链接 | https://arxiv.org/abs/2010.15300
[14] CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models
作者 | Abhinav Singh, Patrick Xia, Guanghui Qin, Mahsa Yarmohammadi, Benjamin Van Durme
链接 | https://arxiv.org/abs/2010.15266
备注 | 4th Workshop on Structured Prediction for NLP (EMNLP 2020)
[15] A Visuospatial Dataset for Naturalistic Verb Learning
作者 | Dylan Ebert, Ellie Pavlick
链接 | https://arxiv.org/abs/2010.15225
备注 | 9 pages, 3 figures, starsem 2020
[16] DeSMOG: Detecting Stance in Media On Global Warming
作者 | Yiwei Luo, Dallas Card, Dan Jurafsky
链接 | https://arxiv.org/abs/2010.15149
备注 | 9 pages, 6 figures (excluding references and appendices). To appear in Findings of EMNLP 2020
[17] Semi-Supervised Speech Recognition via Graph-based Temporal Classification
作者 | Niko Moritz, Takaaki Hori, Jonathan Le Roux
链接 | https://arxiv.org/abs/2010.15653
备注 | Submitted to ICASSP 2021
[18] Designing learning experiences for online teaching and learning
作者 | Nachamma Sockalingam, Junhua Liu
链接 | https://arxiv.org/abs/2010.15602
[19] Three computational models and its equivalence
作者 | Ciro Ivan Garcia Lopez
链接 | https://arxiv.org/abs/2010.15600
[20] Self-supervised Pre-training Reduces Label Permutation Instability of Speech Separation
作者 | Sung-Feng Huang, Shun-Po Chuang, Da-Rong Liu, Yi-Chen Chen, Gene-Ping Yang, Hung-yi Lee
链接 | https://arxiv.org/abs/2010.15366
备注 | submitted to ICASSP2021
[21] Fusion Models for Improved Visual Captioning
作者 | Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach, Dietrich Klakow
链接 | https://arxiv.org/abs/2010.15251
备注 | Under review at "Multi-Modal Deep Learning: Challenges and Applications", ICPR-2020
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