ICLR 2025 "reasoning tasks" Papers

6 papers found

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Advancing LLM Reasoning Generalists with Preference Trees

Lifan Yuan, Ganqu Cui, Hanbin Wang et al.

ICLR 2025posterarXiv:2404.02078
179
citations

Balancing Act: Diversity and Consistency in Large Language Model Ensembles

Ahmed Abdulaal, Chen Jin, Nina Montaña-Brown et al.

ICLR 2025poster

Benchmarking Agentic Workflow Generation

Shuofei Qiao, Runnan Fang, Zhisong Qiu et al.

ICLR 2025posterarXiv:2410.07869
19
citations

Enhancing Language Model Agents using Diversity of Thoughts

Vijay Chandra Lingam, Behrooz Tehrani, sujay sanghavi et al.

ICLR 2025poster

Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to Pretraining Data

Xinyi Wang, Antonis Antoniades, Yanai Elazar et al.

ICLR 2025posterarXiv:2407.14985
77
citations

On the self-verification limitations of large language models on reasoning and planning tasks

Kaya Stechly, Karthik Valmeekam, Subbarao Kambhampati

ICLR 2025posterarXiv:2402.08115
100
citations