Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models

25 May 2023

Papers citing "Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models"

6 / 6 papers shown

Title
Retrieval-Augmented Generation for Natural Language Processing: A Survey Shangyu Wu Ying Xiong Yufei Cui Haolun Wu Can Chen ... Lianming Huang Xue Liu Tei-Wei Kuo Nan Guan C. Xue 3DV RALM 32 26 0 18 Jul 2024
More Room for Language: Investigating the Effect of Retrieval on Language Models David Samuel Lucas Georges Gabriel Charpentier Sondre Wold LRM RALM KELM 28 1 0 16 Apr 2024
PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design Wenqi Jiang Shuai Zhang Boran Han Jie Wang Bernie Wang Tim Kraska 3DV 90 24 0 08 Mar 2024
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research Jakub Lála Odhran O'Donoghue Aleksandar Shtedritski Sam Cox Samuel G. Rodriques Andrew D. White RALM 75 71 0 08 Dec 2023
Long-range Language Modeling with Self-retrieval Ohad Rubin Jonathan Berant RALM KELM 19 18 0 23 Jun 2023
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 248 1,986 0 31 Dec 2020