KNN-LM Does Not Improve Open-ended Text Generation

24 May 2023

Papers citing "KNN-LM Does Not Improve Open-ended Text Generation"

9 / 9 papers shown

Title
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution Minghan Li Xilun Chen Ari Holtzman Beidi Chen Jimmy Lin Wen-tau Yih Xi Victoria Lin RALM BDL 108 10 0 29 May 2024
Ragas: Automated Evaluation of Retrieval Augmented Generation ES Shahul Jithin James Luis Espinosa-Anke Steven Schockaert 89 176 0 26 Sep 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 141 156 0 31 Dec 2022
You can't pick your neighbors, or can you? When and how to rely on retrieval in the $k$ NN-LM Andrew Drozdov Shufan Wang Razieh Rahimi Andrew McCallum Hamed Zamani Mohit Iyyer RALM 114 17 0 28 Oct 2022
Generalization Properties of Retrieval-based Models Soumya Basu A. S. Rawat Manzil Zaheer 29 6 0 06 Oct 2022
Training Language Models with Memory Augmentation Zexuan Zhong Tao Lei Danqi Chen RALM 234 127 0 25 May 2022
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval Uri Alon Frank F. Xu Junxian He Sudipta Sengupta Dan Roth Graham Neubig RALM 74 62 0 28 Jan 2022
Efficient Nearest Neighbor Language Models Junxian He Graham Neubig Taylor Berg-Kirkpatrick RALM 195 103 0 09 Sep 2021
Entity-level Factual Consistency of Abstractive Text Summarization Feng Nan Ramesh Nallapati Zhiguo Wang Cicero Nogueira dos Santos Henghui Zhu Dejiao Zhang Kathleen McKeown Bing Xiang HILM 142 157 0 18 Feb 2021