Large Language Models Can Self-Improve in Long-context Reasoning

12 November 2024

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Papers citing "Large Language Models Can Self-Improve in Long-context Reasoning"

12 / 12 papers shown

LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts

323

22 Oct 2025

Revisiting Long-context Modeling from Context Denoising Perspective

215

07 Oct 2025

Position Bias Mitigates Position Bias:Mitigate Position Bias Through Inter-Position Knowledge Distillation

314

21 Aug 2025

Flora: Effortless Context Construction to Arbitrary Length and Scale

377

26 Jul 2025

CAFE: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document QA Capability

382

15 May 2025

Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization

794

08 Apr 2025

Aurelia: Test-time Reasoning Distillation in Audio-Visual LLMs

579

29 Mar 2025

Attention Reveals More Than Tokens: Training-Free Long-Context Reasoning with Attention-guided Retrieval

387

12 Mar 2025

Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision

400

28 Feb 2025

Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

526

26 Feb 2025

Self-Taught Agentic Long Context UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

389

21 Feb 2025

LongFaith: Enhancing Long-Context Reasoning in LLMs with Faithful Synthetic DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

380

18 Feb 2025