Paper Review - Learning To Retrieve Prompts for In-Context Learning
Authors: Ohad Rubin, Jonathan Herzig, Jonathan Berant
NLP
Paper Review - SUMMAC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization
Authors: Philippe Laban, Tobias Schnabel, Paul N. Bennett, Marti A. Hearst
Paper Review - Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation
Authors: Mingkai Deng, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu
Paper Review - Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
Authors: Pengfei Liu, Weizhe Yuan, Jinlan Fu, Zhengbao Jiang, Hiroaki Hayashi, Graham Neubig
Paper Review - Knowledge Neurons in Pretrained Transformers
Authors: Damai Dai, Li Dong, Yaru Hao, Zhifang Sui, Furu Wei
Paper Review - Learning to summarize from human feedback
Authors: Nisan Stiennon, Long Ouyang, Jeff Wu, Daniel M. Ziegler, Ryan Lowe, Chelsea Voss, Alec Radford, Dario Amodei, Paul Christiano