2025 "long-context reasoning" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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Learning to Focus: Causal Attention Distillation via Gradient‐Guided Token Pruning

Yiju Guo, Wenkai Yang, Zexu Sun et al.

NEURIPS 2025posterarXiv:2506.07851
3
citations

MIR-Bench: Can Your LLM Recognize Complicated Patterns via Many-Shot In-Context Reasoning?

Kai Yan, Zhan Ling, Kang Liu et al.

NEURIPS 2025posterarXiv:2502.09933
1
citations

PSMBench: A Benchmark and Dataset for Evaluating LLMs Extraction of Protocol State Machines from RFC Specifications

Zilin Shen, Xinyu Luo, Imtiaz Karim et al.

NEURIPS 2025poster

Scaling Instruction-tuned LLMs to Million-token Contexts via Hierarchical Synthetic Data Generation

Linda He, Jue Wang, Maurice Weber et al.

ICLR 2025posterarXiv:2504.12637
2
citations

Transformers Provably Learn Chain-of-Thought Reasoning with Length Generalization

Yu Huang, Zixin Wen, Aarti Singh et al.

NEURIPS 2025posterarXiv:2511.07378
3
citations

Value-Guided Search for Efficient Chain-of-Thought Reasoning

Kaiwen Wang, Jin Zhou, Jonathan Chang et al.

NEURIPS 2025posterarXiv:2505.17373
7
citations