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Retrieval-augmented NLP

  1. TURNER: The Uncertainty-based Retrieval Framework for Chinese NER Zhichao Geng, Hang Yan, Zhangyue Yin, Chenxin An, Xipeng Qiu `` [pdf]
  2. A Survey on Retrieval-Augmented Text Generation Huayang Li, Yixuan Su, Deng Cai, Yan Wang, Lemao Liu `` [pdf]
  3. RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization Chenxin An, Ming Zhong, Zhichao Geng, Jianqiang Yang, Xipeng Qiu [pdf]
  4. WebGPT: Browser-assisted question-answering with human feedback Reiichiro Nakano, Jacob Hilton, Suchir Balaji, Jeff Wu, Long Ouyang, Christina Kim, Christopher Hesse, Shantanu Jain, Vineet Kosaraju, William Saunders, Xu Jiang, Karl Cobbe, Tyna Eloundou, Gretchen Krueger, Kevin Button, Matthew Knight, Benjamin Chess, John Schulman `` [pdf]
  5. Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu ACL 2021 [pdf] [code]
  6. Retrieval Augmentation Reduces Hallucination in Conversation Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, Jason Weston [pdf]