teacherpeterpan / self-correction-llm-papersLinks
This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.
☆531Updated 7 months ago
Alternatives and similar repositories for self-correction-llm-papers
Users that are interested in self-correction-llm-papers are comparing it to the libraries listed below
Sorting:
- RewardBench: the first evaluation tool for reward models.☆604Updated last week
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆456Updated 8 months ago
- LLM hallucination paper list☆318Updated last year
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆564Updated last year
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆963Updated last month
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,021Updated 7 months ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆340Updated last year
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆451Updated 5 months ago
- Papers and Datasets on Instruction Tuning and Following. ✨✨✨☆499Updated last year
- papers related to LLM-agent that published on top conferences☆315Updated 2 months ago
- Data and Code for Program of Thoughts (TMLR 2023)☆276Updated last year
- Must-read Papers on Large Language Model (LLM) Planning.☆419Updated 11 months ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)☆639Updated 5 months ago
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆530Updated 4 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆498Updated 5 months ago
- Prod Env☆423Updated last year
- Aligning Large Language Models with Human: A Survey☆730Updated last year
- A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.☆367Updated last year
- Paper List for In-context Learning 🌷☆854Updated 8 months ago
- Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them☆497Updated 11 months ago
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆759Updated last month
- Paper collection on building and evaluating language model agents via executable language grounding☆354Updated last year
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆325Updated last year
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆556Updated 6 months ago
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆353Updated 2 months ago
- This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.☆317Updated 10 months ago
- LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.☆703Updated 8 months ago
- A series of technical report on Slow Thinking with LLM☆699Updated last week
- A Survey on Data Selection for Language Models☆235Updated last month
- Code for STaR: Bootstrapping Reasoning With Reasoning (NeurIPS 2022)☆206Updated 2 years ago