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Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs

Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs

Julia Belikova
Konstantin Polev
Rauf Parchiev
Dmitry Simakov
ArXiv (abs)PDFHTML

Papers citing "Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs"

3 / 3 papers shown
Title
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems
Robert Friel
Masha Belyi
Atindriyo Sanyal
180
28
0
17 Jan 2025
Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval
Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval
Ingeol Baek
Hwan Chang
Byeongjeong Kim
Jimin Lee
Hwanhee Lee
RALM
165
5
0
17 Oct 2024
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
Hadas Orgad
Michael Toker
Zorik Gekhman
Roi Reichart
Idan Szpektor
Hadas Kotek
Yonatan Belinkov
HILMAIFin
134
45
0
03 Oct 2024