MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering

26 February 2025

Papers citing "MEBench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering"

10 / 10 papers shown

Title
Simplifying Data Integration: SLM-Driven Systems for Unified Semantic Queries Across Heterogeneous Databases Teng Lin 71 0 0 08 Apr 2025
SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia Graph Teng Lin Yizhang Zhu Yuyu Luo Nan Tang RALM 3DV 65 1 0 03 Mar 2025
ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidence Kevin Wu Eric Wu James Zou AAML 110 47 0 16 Apr 2024
$$\infty$Bench: Extending Long Context Evaluation Beyond 100K Tokens$ $\infty$ Bench: Extending Long Context Evaluation Beyond 100K Tokens Xinrong Zhang Yingfa Chen Shengding Hu Zihang Xu Junhao Chen ... Xu Han Zhen Leng Thai Shuo Wang Zhiyuan Liu Maosong Sun RALM LRM 96 192 0 21 Feb 2024
LooGLE: Can Long-Context Language Models Understand Long Contexts? Jiaqi Li Mengmeng Wang Zilong Zheng Muhan Zhang ELM RALM 74 131 0 08 Nov 2023
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 509 6,279 0 05 Apr 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 880 13,148 0 04 Mar 2022
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 185 2,689 0 25 Sep 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 148 1,657 0 14 Mar 2018
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 296 8,160 0 16 Jun 2016