ICLR "reasoning capabilities" Papers

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From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data

Zheyang Xiong, Vasilis Papageorgiou, Kangwook Lee et al.

ICLR 2025posterarXiv:2406.19292
19
citations

Mixture of Parrots: Experts improve memorization more than reasoning

Samy Jelassi, Clara Mohri, David Brandfonbrener et al.

ICLR 2025posterarXiv:2410.19034
14
citations

Preference Optimization for Reasoning with Pseudo Feedback

Fangkai Jiao, Geyang Guo, Xingxing Zhang et al.

ICLR 2025posterarXiv:2411.16345
34
citations