9 citations · 16 across the 10 of their papers we have counts for
Showing 2024Show all
3 papers · 1 filter
cs.IR2024
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation
To Eun Kim, Fernando Diaz
Despite the central role of retrieval in retrieval-augmented generation (RAG) systems, much of the existing research on RAG overlooks the well-established field of fair ranking and…
cs.LG2024★ 1 cited
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
To Eun Kim, Alireza Salemi, Andrew Drozdov +2
In the field of language modeling, models augmented with retrieval components have emerged as a promising solution to address several challenges faced in the natural language proce…
cs.CL2024★ 9 cited
Extrinsic Evaluation of Cultural Competence in Large Language Models
Shaily Bhatt, Fernando Diaz
Productive interactions between diverse users and language technologies require outputs from the latter to be culturally relevant and sensitive. Prior works have evaluated models'…