azminewasi / Awesome-LLMs-ICLR-24
It is a comprehensive resource hub compiling all LLM papers accepted at the International Conference on Learning Representations (ICLR) in 2024.
☆61Updated last year
Alternatives and similar repositories for Awesome-LLMs-ICLR-24:
Users that are interested in Awesome-LLMs-ICLR-24 are comparing it to the libraries listed below
- ☆93Updated last month
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆109Updated last year
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆100Updated 6 months ago
- A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large …☆75Updated 4 months ago
- A brief and partial summary of RLHF algorithms.☆127Updated last month
- This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…☆80Updated 4 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆227Updated last month
- ☆93Updated last year
- What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective☆63Updated last month
- Function Vectors in Large Language Models (ICLR 2024)☆162Updated last week
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆57Updated 4 months ago
- ☆96Updated 9 months ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆103Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆57Updated last year
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆71Updated 2 years ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆115Updated last month
- This repository contains the code and data for the paper "SelfIE: Self-Interpretation of Large Language Model Embeddings" by Haozhe Chen,…☆48Updated 4 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆120Updated 7 months ago
- ☆129Updated 3 weeks ago
- ☆63Updated 5 months ago
- ☆174Updated last year
- AnchorAttention: Improved attention for LLMs long-context training☆206Updated 3 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆122Updated 9 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆142Updated 2 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆101Updated 4 months ago
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆96Updated 8 months ago
- Flow of Reasoning: Training LLMs for Divergent Problem Solving with Minimal Examples☆84Updated last month
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization☆75Updated 8 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated 5 months ago
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆68Updated last year