Alternatives and similar repositories for Language-Imbalance-Driven-Rewarding

Users that are interested in Language-Imbalance-Driven-Rewarding are comparing it to the libraries listed below

• hahahawu / Long-to-Short-via-Model-Merging
  Model merging is a highly efficient approach for long-to-short reasoning.
  ☆98Updated 3 months ago
• SparkJiao / dpo-trajectory-reasoning
  [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".
  ☆83Updated last year
• sail-sg / CPO
  [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.
  ☆134Updated 10 months ago
• sail-sg / sdft
  [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".
  ☆146Updated last year
• hemingkx / TokenSkip
  [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs
  ☆201Updated 2 months ago
• WooooDyy / MathCritique
  Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".
  ☆55Updated last year
• zhaochen0110 / Cotempqa
  Code and data for "Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning?" (ACL 2024)
  ☆32Updated last year
• Zanette-Labs / efficient-reasoning
  ☆74Updated 9 months ago
• zzli2022 / TLDR
  Code for Research Project TLDR
  ☆25Updated 6 months ago
• WangHanLinHenry / SPA-RL-Agent
  Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"
  ☆62Updated 4 months ago
• LightChen233 / reasoning-boundary
  ☆70Updated 7 months ago
• THU-KEG / RM-Bench
  [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
  ☆75Updated 6 months ago
• October2001 / ProLong
  [ACL 2024 (Oral)] A Prospector of Long-Dependency Data for Large Language Models
  ☆59Updated last year
• hkust-nlp / Laser
  [ICLR2026] Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping
  ☆62Updated 8 months ago
• ssmisya / PRMBench
  [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.
  ☆88Updated 11 months ago
• GAIR-NLP / ReasonEval
  [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy
  ☆77Updated 4 months ago
• SihengLi99 / LLM-Honesty-Survey
  [2025-TMLR] A Survey on the Honesty of Large Language Models
  ☆64Updated last year
• YiCheng98 / IntegrativeDecoding
  Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"
  ☆32Updated 10 months ago
• Blueyee / Efficient-CoT-LRMs
  Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!
  ☆72Updated 10 months ago
• OrangeInSouth / DeePEn
  A method of ensemble learning for heterogeneous large language models.
  ☆64Updated last year
• rookie-joe / AutoPSV
  ☆51Updated last year
• QwenLM / ProcessBench
  Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"
  ☆183Updated 8 months ago
• FreedomIntelligence / OVM
  ☆72Updated last year
• iie-ycx / DEER
  This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.
  ☆179Updated 7 months ago
• tengxiaoliu / LM_skip
  [NeurIPS 2024] Can Language Models Learn to Skip Steps?
  ☆22Updated last year
• RUCKBReasoning / CoT-based-Synthesizer
  Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'
  ☆32Updated 8 months ago
• yyDing1 / ScaleQuest
  [ACL 2025] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLM…
  ☆68Updated last year
• zhangxy-2019 / critique-GRPO
  ☆57Updated 4 months ago
• multimodal-art-projection / KORGym
  ☆56Updated 8 months ago
• OpenMOSS / Say-I-Dont-Know
  [ICML'2024] Can AI Assistants Know What They Don't Know?
  ☆85Updated 2 years ago