Magnetic2014 / llm-alignment-survey
A curated reading list for large language model (LLM) alignment. Take a look at our new survey "Large Language Model Alignment: A Survey" for more details!
β75Updated last year
Alternatives and similar repositories for llm-alignment-survey:
Users that are interested in llm-alignment-survey are comparing it to the libraries listed below
- Feeling confused about super alignment? Here is a reading listβ42Updated last year
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"β103Updated 5 months ago
- π An unofficial implementation of Self-Alignment with Instruction Backtranslation.β136Updated 7 months ago
- [NeurIPS 2024 Oral] Aligner: Efficient Alignment by Learning to Correctβ154Updated last month
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".β68Updated last month
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied witβ¦β114Updated 7 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".β52Updated 2 months ago
- The implementation of paper "LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feeβ¦β38Updated 6 months ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questionsβ106Updated 5 months ago
- β80Updated last year
- [SIGIR'24] The official implementation code of MOELoRA.β145Updated 6 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".β110Updated 3 months ago
- Collection of papers for scalable automated alignment.β82Updated 3 months ago
- AI Alignment: A Comprehensive Surveyβ133Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learningβ161Updated last year
- Fantastic Data Engineering for Large Language Modelsβ71Updated last month
- β125Updated last year
- A Survey on the Honesty of Large Language Modelsβ53Updated 2 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?β77Updated last year
- β48Updated 11 months ago
- Do Large Language Models Know What They Donβt Know?β91Updated 3 months ago
- β38Updated last year
- β72Updated 8 months ago
- BeaverTails is a collection of datasets designed to facilitate research on safety alignment in large language models (LLMs).β122Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.β129Updated last year
- A collection of survey papers and resources related to Large Language Models (LLMs).β40Updated last year
- [ACL'24] Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimizationβ66Updated 6 months ago
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)β116Updated 3 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"β63Updated 11 months ago