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🍄.
☆169Updated 10 months ago
Alternatives and similar repositories for ICSFSurvey
Users that are interested in ICSFSurvey are comparing it to the libraries listed below
Sorting:
- Grimoire is All You Need for Enhancing Large Language Models☆117Updated last year
- A library for generating difficulty-scalable, multi-tool, and verifiable agentic tasks with execution trajectories.☆166Updated 3 months ago
- [NeurIPS 2025 Poster] Search and Refine During Think: Facilitating Knowledge Refinement for Improved Retrieval-Augmented Reasoning☆100Updated last week
- Your efficient and accurate answer verification system for RL training.☆41Updated 4 months ago
- This includes the original implementation of CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control.☆62Updated last year
- Recipes to train the self-rewarding reasoning LLMs.☆226Updated 7 months ago
- [NeurIPS 2025] Hybrid Latent Reasoning via Reinforcement Learning☆155Updated last month
- [EMNLP 2024] DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models☆78Updated 3 months ago
- [ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA, etc.☆175Updated 4 months ago
- RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response☆42Updated 10 months ago
- 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 2 years ago
- Official code of paper "Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models"☆81Updated 4 months ago
- ☆243Updated 5 months ago
- [KDD 2024]this is project for training explicit graph reasoning large language models.☆98Updated 10 months ago
- Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models☆180Updated 11 months ago
- The official repository of our survey paper: "Towards a Unified View of Preference Learning for Large Language Models: A Survey"☆184Updated 11 months ago
- Benchmarking LLMs via Uncertainty Quantification☆246Updated last year
- ☆152Updated 7 months ago
- Controllable Text Generation for Large Language Models: A Survey☆192Updated last year
- Official code of "StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs".☆72Updated 4 months ago
- ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code (https://arxiv.org/abs/2311.098…☆303Updated 2 months ago
- Tree Search for LLM Agent Reinforcement Learning☆229Updated 3 weeks ago
- A scalable, end-to-end training pipeline for general-purpose agents☆360Updated 3 months ago
- Codebase for Iterative DPO Using Rule-based Rewards☆260Updated 6 months ago
- [ACL 24 main] Large Language Models Can Learn Temporal Reasoning☆61Updated 10 months ago
- (NeurIPS 2024) AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning☆229Updated 4 months ago
- MPLSandbox is an out-of-the-box multi-programming language sandbox designed to provide unified and comprehensive feedback from compiler a…☆177Updated 6 months ago
- Official implementation of RARE: Retrieval-Augmented Reasoning Modeling☆184Updated 4 months ago
- SQL-o1: A Self-Reward Heuristic Dynamic Search Method for Text-to-SQL☆191Updated 5 months ago
- [ACL 2025 main] SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Mode…☆37Updated 2 months ago