CUHK-Shenzhen-SE / UTBoostLinks
[ACL'25] UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench
☆33Updated 3 months ago
Alternatives and similar repositories for UTBoost
Users that are interested in UTBoost are comparing it to the libraries listed below
Sorting:
- Code repo for "Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning"☆30Updated 4 months ago
- SWE-Factory: Your Automated Factory for Issue Resolution Training Data and Evaluation Benchmarks☆107Updated last week
- This repository contains the code for our ICML 2025 paper——LENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selection🎉☆24Updated 6 months ago
- [NeurIPS 2025] Mind the Gap: Bridging Thought Leap for Improved CoT Tuning https://arxiv.org/abs/2505.14684☆45Updated last month
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆20Updated 3 weeks ago
- The implementation for ICLR 2025 Oral: From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions.☆50Updated 3 months ago
- Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models☆42Updated 2 months ago
- ☆38Updated 3 months ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆82Updated 5 months ago
- [NeurIPS 2024] A Novel Rank-Based Metric for Evaluating Large Language Models☆55Updated 6 months ago
- 🔥 🔥🔥Latest Papers, Codes on Uncertainty-based RL☆52Updated 3 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆177Updated 4 months ago
- ☆23Updated 2 weeks ago
- ☆31Updated 3 months ago
- MemGen: Weaving Generative Latent Memory for Self-Evolving Agents☆219Updated this week
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆97Updated 9 months ago
- The official implementation of the paper "Mem-α: Learning Memory Construction via Reinforcement Learning"☆103Updated 3 weeks ago
- A Unified Framework for High-Performance and Extensible LLM Steering☆131Updated last week
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆27Updated 9 months ago
- [ICML 2025] Official Implementation of GLIDER☆67Updated last month
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆48Updated 5 months ago
- ☆63Updated last month
- [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".☆90Updated 3 weeks ago
- Code, benchmark and environment for "ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows"☆118Updated last week
- [ACL2025 Best Paper] Language Models Resist Alignment☆38Updated 5 months ago
- [arxiv: 2505.02156] Adaptive Thinking via Mode Policy Optimization for Social Language Agents☆46Updated 4 months ago
- 🔧Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning☆291Updated last month
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆84Updated 9 months ago
- Official Repository of "Learning what reinforcement learning can't"☆69Updated 2 weeks ago
- ☆136Updated 2 months ago