Blogs

Paper Review - Learning To Retrieve Prompts for In-Context Learning

Authors: Ohad Rubin, Jonathan Herzig, Jonathan Berant

January 25, 2022 · 2 min

Paper Review - SUMMAC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization

Authors: Philippe Laban, Tobias Schnabel, Paul N. Bennett, Marti A. Hearst

January 24, 2022 · 2 min

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

January 20, 2022 · 2 min

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

October 25, 2021 · 5 min

Paper Review - Knowledge Neurons in Pretrained Transformers

Authors: Damai Dai, Li Dong, Yaru Hao, Zhifang Sui, Furu Wei

October 24, 2021 · 3 min

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

October 18, 2021 · 2 min