chujiezheng / LLM-ExtrapolationLinks
Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"
☆75Updated 4 months ago
Alternatives and similar repositories for LLM-Extrapolation
Users that are interested in LLM-Extrapolation are comparing it to the libraries listed below
Sorting:
- ☆58Updated last year
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆82Updated 8 months ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆108Updated 7 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆69Updated 9 months ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆63Updated last year
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆77Updated 10 months ago
- ☆69Updated last year
- [ACL-25] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆68Updated 11 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆52Updated last year
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆114Updated 5 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆61Updated 10 months ago
- The official repository of the Omni-MATH benchmark.☆88Updated 9 months ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆131Updated last year
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆83Updated last year
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆51Updated 4 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆121Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆171Updated 4 months ago
- Suri: Multi-constraint instruction following for long-form text generation (EMNLP’24)☆25Updated 10 months ago
- This is an official implementation of the Reward rAnked Fine-Tuning Algorithm (RAFT), also known as iterative best-of-n fine-tuning or re…☆37Updated last year
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆114Updated 9 months ago
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆148Updated 11 months ago
- ☆30Updated 9 months ago
- [ACL 2024] Code for "MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation"☆39Updated last year
- Directional Preference Alignment☆57Updated last year
- The rule-based evaluation subset and code implementation of Omni-MATH☆23Updated 9 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆120Updated last year
- Code and data used in the paper: "Training on Incorrect Synthetic Data via RL Scales LLM Math Reasoning Eight-Fold"☆30Updated last year
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆51Updated last year