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 9 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.☆164Updated 3 months ago
- This includes the original implementation of CtrlA: Adaptive Retrieval-Augmented Generation via Inherent Control.☆62Updated 11 months ago
- Your efficient and accurate answer verification system for RL training.☆40Updated 3 months ago
- Search and Refine During Think: Autonomous Retrieval‑Augmented Reasoning of LLMs☆101Updated last month
- Recipes to train the self-rewarding reasoning LLMs.☆226Updated 7 months ago
- RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response☆42Updated 9 months ago
- [NeurIPS 2025] Hybrid Latent Reasoning via Reinforcement Learning☆152Updated 2 weeks ago
- [EMNLP 2024] DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models☆76Updated 2 months ago
- Official code of paper "Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models"☆79Updated 4 months ago
- [ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA, etc.☆175Updated 3 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
- ☆234Updated 4 months ago
- [KDD 2024]this is project for training explicit graph reasoning large language models.☆96Updated 9 months ago
- Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models☆180Updated 11 months ago
- This is the official code repository of MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tas…☆85Updated 6 months ago
- (NeurIPS 2024) AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning☆228Updated 3 months ago
- Benchmarking LLMs via Uncertainty Quantification☆246Updated last year
- Official code of "StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs".☆70Updated 3 months ago
- Code and dataset of CodeSteer☆88Updated 6 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
- [ACL 24 main] Large Language Models Can Learn Temporal Reasoning☆56Updated 9 months ago
- Official implementation of RARE: Retrieval-Augmented Reasoning Modeling☆183Updated 4 months ago
- (ICML'25 Outstanding) CollabLLM: From Passive Responders to Active Collaborators☆231Updated last week
- ☆152Updated 6 months ago
- Open source code for Paper: Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions☆66Updated this week
- Controllable Text Generation for Large Language Models: A Survey☆188Updated last year
- A scalable, end-to-end training pipeline for general-purpose agents☆359Updated 3 months ago
- [ACL 2025 main] SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Mode…☆36Updated 2 months ago
- ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code (https://arxiv.org/abs/2311.098…☆302Updated 2 months ago