On Retrieval Augmentation and the Limitations of Language Model Training

16 November 2023

Papers citing "On Retrieval Augmentation and the Limitations of Language Model Training"

6 / 6 papers shown

Title
How Abstract Is Linguistic Generalization in Large Language Models? Experiments with Argument Structure Michael Wilson Jackson Petty Robert Frank 26 15 0 08 Nov 2023
How Language Model Hallucinations Can Snowball Muru Zhang Ofir Press William Merrill Alisa Liu Noah A. Smith HILM LRM 85 253 0 22 May 2023
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 116 17 0 28 Oct 2022
Training Language Models with Memory Augmentation Zexuan Zhong Tao Lei Danqi Chen RALM 236 128 0 25 May 2022
When is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning? Gavin Brown Mark Bun Vitaly Feldman Adam D. Smith Kunal Talwar 253 93 0 11 Dec 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,588 0 03 Sep 2019