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自然语言处理论文速递

[1] Pretrained Transformers Improve Out-of-Distribution Robustness

• 作者 | Dan Hendrycks, Xiaoyuan Liu, Eric Wallace, Adam Dziedzic, Rishabh Krishnan, Dawn Song

• 备注 | ACL 2020

• 链接 | https://arxiv.org/pdf/2004.06100

[2] Generating Fact Checking Explanations

• 作者 | Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein

• 备注 | Accepted by ACL 2020

• 链接 | https://arxiv.org/pdf/2004.05773

[3] BLEU might be Guilty but References are not Innocent

• 作者 | Markus Freitag, David Grangier, Isaac Caswell

• 链接 | https://arxiv.org/pdf/2004.06063

[4] Toward Subgraph Guided Knowledge Graph Question Generation with Graph Neural Networks

• 作者 | Yu Chen, Lingfei Wu, Mohammed J. Zaki

• 链接 | https://arxiv.org/pdf/2004.06015

[5] A Simple Approach to Learning Unsupervised Multilingual Embeddings

• 作者 | Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra

• 链接 | https://arxiv.org/pdf/2004.05991

[6] CLUE: A Chinese Language Understanding Evaluation Benchmark

• 作者 | Liang Xu, Xuanwei Zhang, Yudong Li, Kai Sun

• 链接 | https://arxiv.org/pdf/2004.05986

[7] Public Self-consciousness for Endowing Dialogue Agents with Consistent Persona

• 作者 | Hyunwoo Kim, Byeongchang Kim, Gunhee Kim

• 备注 | Accepted paper at ICLR 2020 BAICS workshop (Oral)

• 链接 | https://arxiv.org/pdf/2004.05816

[8] Keyword Assisted Topic Models

• 作者 | Shusei Eshima, Kosuke Imai, Tomoya Sasaki

• 链接 | https://arxiv.org/pdf/2004.05964

[9] Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples

• 作者 | Maximilian Mozes, Pontus Stenetorp, Bennett Kleinberg, Lewis D. Griffin

• 链接 | https://arxiv.org/pdf/2004.05887

[10] ArCOV-19: The First Arabic COVID-19 Twitter Dataset with Propagation Networks

• 作者 | Fatima Haouari, Maram Hasanain, Reem Suwaileh, Tamer Elsayed

• 链接 | https://arxiv.org/pdf/2004.05861

[11] MLR: A Two-stage Conversational Query Rewriting Model with Multi-task Learning

• 作者 | Shuangyong Song, Chao Wang, Qianqian Xie

• 链接 | https://arxiv.org/pdf/2004.05812

[12] Neural Machine Translation: Challenges, Progress and Future

• 作者 | Jiajun Zhang, Chengqing Zong

• 链接 | https://arxiv.org/pdf/2004.05809

[13] Reinforced Curriculum Learning on Pre-trained Neural Machine Translation Models

• 作者 | Mingjun Zhao, Haijiang Wu, Di Niu, Xiaoli Wang

• 备注 | Accepted as full paper by AAAI-2020 (oral presentation)

• 链接 | https://arxiv.org/pdf/2004.05757

[14] Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder

• 作者 | Yufei Tian, Jianfei Yu, Jing Jiang

• 链接 | https://arxiv.org/pdf/2004.05755

[15] Integrated Eojeol Embedding for Erroneous Sentence Classification in Korean Chatbots

• 作者 | DongHyun Choi, IlNam Park, Myeong Cheol Shin, EungGyun Kim, Dong Ryeol Shin

• 链接 | https://arxiv.org/pdf/2004.05744

[16] TinyMBERT: Multi-Stage Distillation Framework for Massive Multi-lingual NER

• 作者 | Subhabrata Mukherjee, Ahmed Awadallah

• 备注 | Accepted by ACL 2020

• 链接 | https://arxiv.org/pdf/2004.05686

[17] AMR Parsing via Graph-Sequence Iterative Inference

• 作者 | Deng Cai, Wai Lam

• 备注 | ACL2020

• 链接 | https://arxiv.org/pdf/2004.05572

[18] Pre-training Text Representations as Meta Learning

• 作者 | Shangwen Lv, Yuechen Wang, Daya Guo, Duyu Tang

• 链接 | https://arxiv.org/pdf/2004.05568

[19] When Does Unsupervised Machine Translation Work?

• 作者 | Kelly Marchisio, Kevin Duh, Philipp Koehn

• 链接 | https://arxiv.org/pdf/2004.05516

[20] You Impress Me: Dialogue Generation via Mutual Persona Perception

• 作者 | Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang

• 备注 | Accepted by ACL 2020

• 链接 | https://arxiv.org/pdf/2004.05388

[21] Learning from Rules Generalizing Labeled Exemplars

• 作者 | Abhijeet Awasthi, Sabyasachi Ghosh, Rasna Goyal, Sunita Sarawagi

• 备注 | ICLR 2020 (Spotlight)

• 链接 | https://arxiv.org/pdf/2004.06025

• [22] Data augmentation using generative networks to identify dementia

• 作者 | Bahman Mirheidari, Yilin Pan, Daniel Blackburn, Ronan O'Malley, Traci Walker, Annalena Venneri, Markus Reuber, Heidi Christensen

• 链接 | https://arxiv.org/pdf/2004.05989

[23] Improved Speech Representations with Multi-Target Autoregressive Predictive Coding

• 作者 | Yu-An Chung, James Glass

• 备注 | Accepted to ACL 2020

• 链接 | https://arxiv.org/pdf/2004.05274

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