"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 2025posterarXiv:2512.10422

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

Jian Wu, Linyi Yang, Dongyuan Li et al.

ICLR 2025poster

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