EIT-NLP / 2D-Coordinate-System-for-ICL
[EMNLP 2024 Main] Official implementation of the paper "Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism". (by Anhao Zhao)
☆11Updated last month
Related projects ⓘ
Alternatives and complementary repositories for 2D-Coordinate-System-for-ICL
- [EMNLP 2024 Main] Official implementation of the paper "The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Langua…☆12Updated last week
- Domain-specific preference (DSP) data and customized RM fine-tuning.☆24Updated 8 months ago
- [ACL 2024] Code for the paper "ALaRM: Align Language Models via Hierarchical Rewards Modeling"☆25Updated 7 months ago
- Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" pr…☆74Updated 9 months ago
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆49Updated 5 months ago
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆55Updated 3 months ago
- Code for Paper (Policy Optimization in RLHF: The Impact of Out-of-preference Data)☆23Updated 11 months ago
- ☆31Updated 3 weeks ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆42Updated 2 months ago
- ☆33Updated 9 months ago
- Rewarded soups official implementation☆51Updated last year
- Code and data for "Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue" (ACM TOIS)☆9Updated last month
- Paper collections of methods that using language to interact with environment, including interact with real world, simulated world or WWW…☆123Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆36Updated last month
- code for paper Query-Dependent Prompt Evaluation and Optimization with Offline Inverse Reinforcement Learning☆33Updated 8 months ago
- ☆27Updated 9 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆99Updated 3 weeks ago
- official implementation of paper "Process Reward Model with Q-value Rankings"☆14Updated 3 weeks ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correct☆120Updated last week
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆70Updated 9 months ago
- Official repository for ICLR 2024 Spotlight paper "Large Language Models Are Not Robust Multiple Choice Selectors"☆35Updated 5 months ago
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆45Updated last year
- [ACL'24, Outstanding Paper] Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!☆29Updated 3 months ago
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆14Updated last year
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆38Updated 10 months ago
- ☆14Updated 11 months ago
- Official Code for the paper "SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs" (ICLR 2024)☆21Updated 6 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆24Updated last week
- [ACL 2024 Findings] CriticBench: Benchmarking LLMs for Critique-Correct Reasoning☆20Updated 8 months ago
- [NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"☆84Updated 8 months ago