"multi-hop reasoning" Papers

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Cooperative Retrieval-Augmented Generation for Question Answering: Mutual Information Exchange and Ranking by Contrasting Layers

Youmin Ko, Sungjong Seo, Hyunjoon Kim

NEURIPS 2025arXiv:2512.10422
1
citations

How do Transformers Learn Implicit Reasoning?

Jiaran Ye, Zijun Yao, Zhidian Huang et al.

NEURIPS 2025oralarXiv:2505.23653
11
citations

MMQA: Evaluating LLMs with Multi-Table Multi-Hop Complex Questions

Jian Wu, Linyi Yang, Dongyuan Li et al.

ICLR 2025
23
citations

MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations

Shaochen Zhong, Yifan (Louie) Lu, Lize Shao et al.

ICLR 2025
3
citations

NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens

Cunxiang Wang, Ruoxi Ning, Boqi Pan et al.

ICLR 2025arXiv:2403.12766
24
citations

ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering

Duong T. Tran, Trung-Kien Tran, Manfred Hauswirth et al.

ICCV 2025arXiv:2507.16403
3
citations

Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark

Fangjun Li, David C. Hogg, Anthony G. Cohn

AAAI 2024paperarXiv:2401.03991
53
citations