The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"
☆39Jan 12, 2024Updated 2 years ago
Alternatives and similar repositories for RLMEC
Users that are interested in RLMEC are comparing it to the libraries listed below
Sorting:
- ☆16Jul 23, 2024Updated last year
- ☆34Sep 14, 2024Updated last year
- About The official GitHub page for ''Unleashing the Potential of Large Language Models as Prompt Optimizers: An Analogical Analysis with …☆29Dec 12, 2024Updated last year
- EMNLP 2022: Analyzing and Evaluating Faithfulness in Dialogue Summarization☆13Mar 20, 2025Updated 11 months ago
- [ACL'24 Findings] Official code for "TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback"☆12Dec 6, 2024Updated last year
- Implementation for the paper "Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning"☆11Jan 10, 2025Updated last year
- SIFT: Grounding LLM Reasoning in Contexts via Stickers☆57Mar 6, 2025Updated 11 months ago
- MetricEval: A framework that conceptualizes and operationalizes four main components of metric evaluation, in terms of reliability and va…☆12Nov 6, 2023Updated 2 years ago
- ☆11Apr 21, 2025Updated 10 months ago
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆32Jan 23, 2025Updated last year
- Source code of “Reinforcement Learning with Token-level Feedback for Controllable Text Generation (NAACL 2024)☆17Dec 8, 2024Updated last year
- Offical code repository for PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation, EMNLP 2023☆12Dec 13, 2023Updated 2 years ago
- Self-Alignment with Principle-Following Reward Models☆169Sep 18, 2025Updated 5 months ago
- Natural Language Reinforcement Learning☆102Jul 30, 2025Updated 7 months ago
- BeHonest: Benchmarking Honesty in Large Language Models☆34Aug 15, 2024Updated last year
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆13Aug 8, 2025Updated 6 months ago
- M^3PC: Test-Time Model Predictive Control for Pretrained Masked Trajectory Model, ICLR 2025☆19Mar 17, 2025Updated 11 months ago
- meta-MADDPG (Python implementation)☆19Sep 16, 2018Updated 7 years ago
- CodeUltraFeedback: aligning large language models to coding preferences (TOSEM 2025)☆73Jun 25, 2024Updated last year
- Official repository for "BLEUBERI: BLEU is a surprisingly effective reward for instruction following"☆31Jun 5, 2025Updated 9 months ago
- [ACL2024 Findings]DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling☆18Jun 6, 2024Updated last year
- [EMNLP 2024] Tree of Problems: Improving structured problem solving with compositionality☆19Mar 4, 2025Updated last year
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆17Jan 8, 2025Updated last year
- [NeurIPS '25] Multi-Token Prediction Needs Registers☆27Dec 14, 2025Updated 2 months ago
- Reformatted Alignment☆111Sep 23, 2024Updated last year
- Repo for "On Learning to Summarize with Large Language Models as References"☆43May 24, 2023Updated 2 years ago
- Code for "Goodtriever: Toxicity Mitigation with Retrieval-augmented Language Models"☆25May 30, 2024Updated last year
- Implementation of "Decoding-time Realignment of Language Models", ICML 2024.☆21Jun 17, 2024Updated last year
- Implementation of QoMEX 2021 "Image Super-Resolution Quality Assessment: Structural Fidelity Versus Statistical Naturalness"☆17Sep 28, 2022Updated 3 years ago
- ☆46Jun 11, 2025Updated 8 months ago
- ☆51May 11, 2025Updated 9 months ago
- Implementation and datasets for "Training Language Models to Generate Quality Code with Program Analysis Feedback"☆42Jul 21, 2025Updated 7 months ago
- ☆17Aug 1, 2025Updated 7 months ago
- Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators (Liu et al.; COLM 2024)☆47Jan 21, 2025Updated last year
- An Empirical Study On Contrastive Search And Contrastive Decoding For Open-ended Text Generation☆27Jun 7, 2024Updated last year
- Suri: Multi-constraint instruction following for long-form text generation (EMNLP’24)☆27Oct 3, 2025Updated 5 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51May 4, 2024Updated last year
- ☆160Nov 23, 2024Updated last year
- [ACL 2024] Code for the paper "ALaRM: Align Language Models via Hierarchical Rewards Modeling"☆25Mar 28, 2024Updated last year