每日论文速递：自然语言处理相关（7月16日更新版）

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自然语言处理（7 月16日更新版）

[1] FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark

作者 | Liang Xu, Xiaojing Lu, Chenyang Yuan, Xuanwei Zhang, Hu Yuan, Huilin Xu, Guoao Wei, Xiang Pan, Hai Hu

链接 | https://arxiv.org/abs/2107.07498

备注 | Work in Progress; 8 pages, 3 tables

[2] AutoBERT-Zero: Evolving BERT Backbone from Scratch

作者 | Jiahui Gao, Hang Xu, Han shi, Xiaozhe Ren, Philip L.H. Yu, Xiaodan Liang, Xin Jiang, Zhenguo Li

链接 | https://arxiv.org/abs/2107.07445

备注 | 9 pages

[3] Wordcraft: a Human-AI Collaborative Editor for Story Writing

作者 | Andy Coenen, Luke Davis, Daphne Ippolito, Emily Reif, Ann Yuan

链接 | https://arxiv.org/abs/2107.07430

[4] CLSRIL-23: Cross Lingual Speech Representations for Indic Languages

作者 | Anirudh Gupta, Harveen Singh Chadha, Priyanshi Shah, Neeraj Chimmwal, Ankur Dhuriya, Rishabh Gaur, Vivek Raghavan

链接 | https://arxiv.org/abs/2107.07402

备注 | 7 pages, 2 figures

[5] Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills

作者 | Ori Yoran, Alon Talmor, Jonathan Berant

链接 | https://arxiv.org/abs/2107.07261

[6] Spanish Language Models

作者 | Asier Gutiérrez-Fandiño, Jordi Armengol-Estapé, Marc Pàmies, Joan Llop-Palao, Joaquín Silveira-Ocampo, Casimiro Pio Carrino, Aitor Gonzalez-Agirre, Carme Armentano-Oller, Carlos Rodriguez-Penagos, Marta Villegas

链接 | https://arxiv.org/abs/2107.07253

[7] FLEX: Unifying Evaluation for Few-Shot NLP

作者 | Jonathan Bragg, Arman Cohan, Kyle Lo, Iz Beltagy

链接 | https://arxiv.org/abs/2107.07170

项目链接 | https://github.com/allenai/flex

[8] Tailor: Generating and Perturbing Text with Semantic Controls

作者 | Alexis Ross, Tongshuang Wu, Hao Peng, Matthew E. Peters, Matt Gardner

链接 | https://arxiv.org/abs/2107.07150

[9] Solving ESL Sentence Completion Questions via Pre-trained Neural Language Models

作者 | Qiongqiong Liu, Tianqiao Liu, Jiafu Zhao, Qiang Fang, Wenbiao Ding, Zhongqin Wu, Feng Xia, Jiliang Tang, Zitao Liu

链接 | https://arxiv.org/abs/2107.07122

备注 | AIED'21: The 22nd International Conference on Artificial Intelligence in Education, 2021

[10] Multi-Task Learning based Online Dialogic Instruction Detection with Pre-trained Language Models

作者 | Yang Hao, Hang Li, Wenbiao Ding, Zhongqin Wu, Jiliang Tang, Rose Luckin, Zitao Liu

链接 | https://arxiv.org/abs/2107.07119

备注 | AIED'21: The 22nd International Conference on Artificial Intelligence in Education, 2021

[11] Robust Learning for Text Classification with Multi-source Noise Simulation and Hard Example Mining

作者 | Guowei Xu, Wenbiao Ding, Weiping Fu, Zhongqin Wu, Zitao Liu

链接 | https://arxiv.org/abs/2107.07113

备注 | ECML-PKDD'21: The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

[12] Annotation and Classification of Evidence and Reasoning Revisions in Argumentative Writing

作者 | Tazin Afrin, Elaine Wang, Diane Litman, Lindsay C. Matsumura, Richard Correnti

链接 | https://arxiv.org/abs/2107.06990

备注 | 10 pages, 11 tables, 15th Workshop on Innovative Use of NLP for Building Educational Applications

[13] Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features

作者 | Hannah Rashkin, David Reitter, Gaurav Singh Tomar, Dipanjan Das

链接 | https://arxiv.org/abs/2107.06963

备注 | ACL 2021

[14] FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task

作者 | Yun Tang, Hongyu Gong, Xian Li, Changhan Wang, Juan Pino, Holger Schwenk, Naman Goyal

链接 | https://arxiv.org/abs/2107.06959

备注 | Accepted by IWSLT 2021 as a system paper

[15] HTLM: Hyper-Text Pre-Training and Prompting of Language Models

作者 | Armen Aghajanyan, Dmytro Okhonko, Mike Lewis, Mandar Joshi, Hu Xu, Gargi Ghosh, Luke Zettlemoyer

链接 | https://arxiv.org/abs/2107.06955

[16] TGIF: Tree-Graph Integrated-Format Parser for Enhanced UD with Two-Stage Generic- to Individual-Language Finetuning

作者 | Tianze Shi, Lillian Lee

链接 | https://arxiv.org/abs/2107.06907

备注 | IWPT 2021 Shared Task

[17] Transition-based Bubble Parsing: Improvements on Coordination Structure Prediction

作者 | Tianze Shi, Lillian Lee

链接 | https://arxiv.org/abs/2107.06905

备注 | ACL 2021

[18] VAD-free Streaming Hybrid CTC/Attention ASR for Unsegmented Recording

作者 | Hirofumi Inaguma, Tatsuya Kawahara

链接 | https://arxiv.org/abs/2107.07509

备注 | Accepted at Interspeech 2021

[19] MultiBench: Multiscale Benchmarks for Multimodal Representation Learning

作者 | Paul Pu Liang, Yiwei Lyu, Xiang Fan, Zetian Wu, Yun Cheng, Jason Wu, Leslie Chen, Peter Wu, Michelle A. Lee, Yuke Zhu, Ruslan Salakhutdinov, Louis-Philippe Morency

链接 | https://arxiv.org/abs/2107.07502

项目链接 | https://github.com/pliang279/MultiBench

[20] Improving Security in McAdams Coefficient-Based Speaker Anonymization by Watermarking Method

作者 | Candy Olivia Mawalim, Masashi Unoki

链接 | https://arxiv.org/abs/2107.07223

[21] From Show to Tell: A Survey on Image Captioning

作者 | Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara

链接 | https://arxiv.org/abs/2107.06912

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