出品 | 深度学习这件小事公众号
自然语言处理（7月14日更新版）
[1] Between Flexibility and Consistency: Joint Generation of Captions and Subtitles作者 | Alina Karakanta, Marco Gaido, Matteo Negri, Marco Turchi链接 | https://arxiv.org/abs/2107.06246 备注 | Accepted at IWSLT 2021[2] The IWSLT 2021 BUT Speech Translation Systems作者 | Hari Krishna Vydana, Martin Karafi'at, Luk'as Burget, "Honza" Cernock'y链接 | https://arxiv.org/abs/2107.06155 [3] Indian Legal NLP Benchmarks : A Survey作者 | Prathamesh Kalamkar, Janani Venugopalan Ph.D., Vivek Raghavan Ph.D链接 | https://arxiv.org/abs/2107.06056 [4] On the Difficulty of Translating Free-Order Case-Marking Languages作者 | Arianna Bisazza, Ahmet Üstün, Stephan Sportel链接 | https://arxiv.org/abs/2107.06055 备注 | Accepted to TACL, pre-MIT Press publication version[5] Rating Facts under Coarse-to-fine Regimes链接 | https://arxiv.org/abs/2107.06051 [6] Zero-shot Speech Translation链接 | https://arxiv.org/abs/2107.06010 [7] Generating Gender Augmented Data for NLP作者 | Nishtha Jain, Maja Popovic, Declan Groves, Eva Vanmassenhove链接 | https://arxiv.org/abs/2107.05987 [8] Exploiting Network Structures to Improve Semantic Representation for the Financial Domain作者 | Chao Feng, Shi-jie We链接 | https://arxiv.org/abs/2107.05885 [9] A Dialogue-based Information Extraction System for Medical Insurance Assessment作者 | Shuang Peng, Mengdi Zhou, Minghui Yang, Haitao Mi, Shaosheng Cao, Zujie Wen, Teng Xu, Hongbin Wang, Lei Liu链接 | https://arxiv.org/abs/2107.05866 备注 | To be published in the Findings of ACL 2021[10] Enforcing Consistency in Weakly Supervised Semantic Parsing作者 | Nitish Gupta, Sameer Singh, Matt Gardner链接 | https://arxiv.org/abs/2107.05833 备注 | Published in ACL 2021[11] Deep Neural Networks Evolve Human-like Attention Distribution during Reading Comprehension作者 | Jiajie Zou, Nai Ding链接 | https://arxiv.org/abs/2107.05799 [12] Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task作者 | Yun Tang, Juan Pino, Xian Li, Changhan Wang, Dmitriy Genzel链接 | https://arxiv.org/abs/2107.05782 备注 | Accepted by ACL 2021[13] Few-shot Language Coordination by Modeling Theory of Mind作者 | Hao Zhu, Graham Neubig, Yonatan Bisk链接 | https://arxiv.org/abs/2107.05697 备注 | Thirty-eighth International Conference on Machine Learning (ICML 2021)[14] Quantifying Explainability in NLP and Analyzing Algorithms for Performance-Explainability Tradeoff作者 | Mitchell Naylor, Christi French, Samantha Terker, Uday Kamath链接 | https://arxiv.org/abs/2107.05693 备注 | To appear at Interpretable ML in Healthcare workshop at ICML 2021. 9 pages (excluding references), 6 figures[15] Uncertainty-based Query Strategies for Active Learning with Transformers作者 | Christopher Schröder, Andreas Niekler, Martin Potthast链接 | https://arxiv.org/abs/2107.05687 [16] Accenture at CheckThat! 2021: Interesting claim identification and ranking with contextually sensitive lexical training data augmentation作者 | Evan Williams, Paul Rodrigues, Sieu Tran链接 | https://arxiv.org/abs/2107.05684 备注 | To Appear As: Evan Williams, Paul Rodrigues, Sieu Tran. Accenture at CheckThat! 2021: Interesting claim identification and ranking with contextually sensitive lexical training data augmentation. In: Faggioli et al. Working Notes of CLEF 2021-Conference and Labs of the Evaluation Forum. Bucharest, Romania. 21-24 September 2021[17] Fairness-aware Summarization for Justified Decision-Making作者 | Moniba Keymanesh, Tanya Berger-Wolf, Micha Elsner, Srinivasan Parthasarathy链接 | https://arxiv.org/abs/2107.06243 [18] Conformer-based End-to-end Speech Recognition With Rotary Position Embedding作者 | Shengqiang Li, Menglong Xu, Xiao-Lei Zhang链接 | https://arxiv.org/abs/2107.05907 [19] A Configurable Multilingual Model is All You Need to Recognize All Languages作者 | Long Zhou, Jinyu Li, Eric Sun, Shujie Liu链接 | https://arxiv.org/abs/2107.05876 [20] Combiner: Full Attention Transformer with Sparse Computation Cost作者 | Hongyu Ren, Hanjun Dai, Zihang Dai, Mengjiao Yang, Jure Leskovec, Dale Schuurmans, Bo Dai链接 | https://arxiv.org/abs/2107.05768
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