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Inverse Reinforcement Learning for Text Summarization


Dec 19, 2022
Yu Fu, Deyi Xiong, Yue Dong

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* 8 pages, 2 figures 

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FewFedWeight: Few-shot Federated Learning Framework across Multiple NLP Tasks


Dec 16, 2022
Weilong Dong, Xinwei Wu, Junzhuo Li, Shuangzhi Wu, Chao Bian, Deyi Xiong

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Swing Distillation: A Privacy-Preserving Knowledge Distillation Framework


Dec 16, 2022
Junzhuo Li, Xinwei Wu, Weilong Dong, Shuangzhi Wu, Chao Bian, Deyi Xiong

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NAPG: Non-Autoregressive Program Generation for Hybrid Tabular-Textual Question Answering


Nov 07, 2022
Tengxun Zhang, Hongfei Xu, Josef van Genabith, Deyi Xiong, Hongying Zan

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Informative Language Representation Learning for Massively Multilingual Neural Machine Translation


Sep 04, 2022
Renren Jin, Deyi Xiong

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* Accepted by COLING 2022 

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GEMv2: Multilingual NLG Benchmarking in a Single Line of Code


Jun 24, 2022
Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bingsheng Yao, Bryan Wilie, Chandra Bhagavatula, Chaobin You, Craig Thomson, Cristina Garbacea, Dakuo Wang, Daniel Deutsch, Deyi Xiong, Di Jin, Dimitra Gkatzia, Dragomir Radev, Elizabeth Clark, Esin Durmus, Faisal Ladhak, Filip Ginter, Genta Indra Winata, Hendrik Strobelt, Hiroaki Hayashi, Jekaterina Novikova, Jenna Kanerva, Jenny Chim, Jiawei Zhou, Jordan Clive, Joshua Maynez, João Sedoc, Juraj Juraska, Kaustubh Dhole, Khyathi Raghavi Chandu, Laura Perez-Beltrachini, Leonardo F. R. Ribeiro, Lewis Tunstall, Li Zhang, Mahima Pushkarna, Mathias Creutz, Michael White, Mihir Sanjay Kale, Moussa Kamal Eddine, Nico Daheim, Nishant Subramani, Ondrej Dusek, Paul Pu Liang, Pawan Sasanka Ammanamanchi, Qi Zhu, Ratish Puduppully, Reno Kriz, Rifat Shahriyar, Ronald Cardenas, Saad Mahamood, Salomey Osei, Samuel Cahyawijaya, Sanja Štajner, Sebastien Montella, Shailza, Shailza Jolly, Simon Mille, Tahmid Hasan, Tianhao Shen, Tosin Adewumi, Vikas Raunak, Vipul Raheja, Vitaly Nikolaev, Vivian Tsai, Yacine Jernite, Ying Xu, Yisi Sang, Yixin Liu, Yufang Hou

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Unsupervised and Few-shot Parsing from Pretrained Language Models


Jun 10, 2022
Zhiyuan Zeng, Deyi Xiong

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* Artificial Intelligence, Volume 305, April 2022, 103665 
* Published in Artificial Intelligence 

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Efficient Cluster-Based k-Nearest-Neighbor Machine Translation


Apr 13, 2022
Dexin Wang, Kai Fan, Boxing Chen, Deyi Xiong

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* 8 pages,6 figures, Accepted by ACL 2022 main conference 

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Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension


Apr 03, 2022
injuan Wu, Shaojuan Wu, Xiaowang Zhang, Deyi Xiong, Shizhan Chen, Zhiqiang Zhuang, Zhiyong Feng

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* Accepted to ACL 2022 (main conference) 

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