Zhen-Tan-dmml / LLM4Annotation
☆523Updated last week
Alternatives and similar repositories for LLM4Annotation:
Users that are interested in LLM4Annotation are comparing it to the libraries listed below
- ☆307Updated last week
- LLM hallucination paper list☆314Updated last year
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆518Updated 5 months ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆337Updated 11 months ago
- 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 …☆1,007Updated 4 months ago
- A series of technical report on Slow Thinking with LLM☆624Updated this week
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆435Updated 2 months ago
- Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).☆309Updated last year
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆478Updated 2 months ago
- List of papers on hallucination detection in LLMs.☆829Updated last week
- Collection of training data management explorations for large language models☆322Updated 8 months ago
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆170Updated 4 months ago
- A Survey on Efficient Reasoning for LLMs☆301Updated last week
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆427Updated 5 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆546Updated 4 months ago
- Survey on LLM Agents (Published on CoLing 2025)☆210Updated 3 weeks ago
- An Awesome Collection for LLM Survey☆334Updated this week
- A Survey on Data Selection for Language Models☆223Updated 6 months ago
- The official repo for paper, LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.☆336Updated 3 months ago
- [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …☆673Updated 3 weeks ago
- Papers and Datasets on Instruction Tuning and Following. ✨✨✨☆488Updated last year
- The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.☆751Updated 11 months ago
- We collect papers about "large language models (LLM) for table-related tasks", e.g., using LLM for Table QA task. “表格+LLM”相关论文整理☆426Updated this week
- ☆513Updated 3 months ago
- Continual Learning of Large Language Models: A Comprehensive Survey☆385Updated last week
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆337Updated 10 months ago
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆358Updated 7 months ago
- Survey of Small Language Models from Penn State, ...☆170Updated 2 months ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆358Updated 2 months ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆950Updated this week