EIT-NLP / 2D-Coordinate-System-for-ICLLinks
[EMNLP 2024 Main] Official implementation of the paper "Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism". (by Anhao Zhao)
☆16Updated last year
Alternatives and similar repositories for 2D-Coordinate-System-for-ICL
Users that are interested in 2D-Coordinate-System-for-ICL are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆132Updated 8 months ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆48Updated 5 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆92Updated last year
- Code for the ICML 2024 paper "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"☆78Updated 5 months ago
- Code for NeurIPS 2024 paper "Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs"☆44Updated 9 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆155Updated last year
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆54Updated 2 months ago
- ☆13Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆63Updated last year
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆125Updated last month
- ☆50Updated last year
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆63Updated 11 months ago
- Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models☆14Updated 2 years ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆84Updated 9 months ago
- This my attempt to create Self-Correcting-LLM based on the paper Training Language Models to Self-Correct via Reinforcement Learning by g…☆37Updated 4 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆31Updated 8 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆198Updated 7 months ago
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆104Updated last year
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆124Updated last year
- [ICML 2025] Official Implementation of GLIDER☆67Updated last month
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆189Updated 10 months ago
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆47Updated last year
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆148Updated 9 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆76Updated last month
- [ACL 2024] Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models☆26Updated last year
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated last year
- ☆46Updated 8 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
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆387Updated 4 months ago
- The rule-based evaluation subset and code implementation of Omni-MATH☆25Updated 11 months ago