IAAR-Shanghai / ICSFSurveyLinks
Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasoning elevation🍓 and hallucination alleviation🍄.
☆168Updated 5 months ago
Alternatives and similar repositories for ICSFSurvey
Users that are interested in ICSFSurvey are comparing it to the libraries listed below
Sorting:
- [ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA, etc.☆167Updated 6 months ago
- This includes the original implementation of CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control.☆60Updated 7 months ago
- [ICLR 2025] xFinder: Large Language Models as Automated Evaluators for Reliable Evaluation☆171Updated 3 months ago
- Recipes to train the self-rewarding reasoning LLMs.☆219Updated 3 months ago
- Grimoire is All You Need for Enhancing Large Language Models☆115Updated last year
- The official repository of our survey paper: "Towards a Unified View of Preference Learning for Large Language Models: A Survey"☆177Updated 7 months ago
- Official code of paper "Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models"☆74Updated last week
- We leverage 14 datasets as OOD test data and conduct evaluations on 8 NLU tasks over 21 popularly used models. Our findings confirm that …☆93Updated last year
- ☆195Updated 3 weeks ago
- [EMNLP 2024] DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models☆70Updated 3 weeks ago
- RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response☆41Updated 5 months ago
- ☆130Updated 2 months ago
- Controllable Text Generation for Large Language Models: A Survey☆175Updated 9 months ago
- [KDD 2024]this is project for training explicit graph reasoning large language models.☆94Updated 5 months ago
- AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning (NeurIPS 2024)☆201Updated last month
- MPLSandbox is an out-of-the-box multi-programming language sandbox designed to provide unified and comprehensive feedback from compiler a…☆176Updated last month
- Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models☆175Updated 7 months ago
- Official implementation of RARE: Retrieval-Augmented Reasoning Modeling☆171Updated last week
- SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL☆106Updated last week
- Codebase for Iterative DPO Using Rule-based Rewards☆245Updated last month
- [ACL 24 main] Large Language Models Can Learn Temporal Reasoning☆54Updated 5 months ago
- This is the official code repository of MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tas…☆82Updated 2 months ago
- Benchmarking LLMs via Uncertainty Quantification☆230Updated last year
- ✨ A synthetic dataset generation framework that produces diverse coding questions and verifiable solutions - all in one framwork☆226Updated 2 months ago
- Code and dataset of CodeSteer☆56Updated 2 months ago
- Hybrid Latent Reasoning via Reinforcement Learning☆28Updated last week
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆136Updated 2 months ago
- The Official Repo of ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code (https://a…☆301Updated 6 months ago
- An awesome repository & A comprehensive survey on interpretability of LLM attention heads.☆351Updated 3 months ago
- (ACL 2025 Main) A Comprehensive Benchmark for Code Information Retrieval.☆94Updated last week