wangcunxiang / LLM-Factuality-Survey
The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>
☆334Updated 11 months ago
Alternatives and similar repositories for LLM-Factuality-Survey:
Users that are interested in LLM-Factuality-Survey are comparing it to the libraries listed below
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆430Updated 2 months ago
- ☆277Updated last year
- 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 …☆1,001Updated 4 months ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆478Updated 5 months ago
- This is the repo for the survey of LLM4IR.☆473Updated 6 months ago
- Collection of training data management explorations for large language models☆315Updated 7 months ago
- LLM hallucination paper list☆310Updated last year
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆511Updated 4 months ago
- Paper collections of retrieval-based (augmented) language model.☆232Updated 10 months ago
- Papers and Datasets on Instruction Tuning and Following. ✨✨✨☆486Updated 11 months ago
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆331Updated 10 months ago
- ☆306Updated 10 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆110Updated 6 months ago
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆451Updated last year
- A Survey on Data Selection for Language Models☆218Updated 5 months ago
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆166Updated 3 months ago
- YuLan-IR: Information Retrieval Boosted LMs☆218Updated last year
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆195Updated 9 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆542Updated 3 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆475Updated 2 months ago
- https://acl2023-retrieval-lm.github.io/☆153Updated last year
- Source Code of Paper "GPTScore: Evaluate as You Desire"☆242Updated 2 years ago
- Resource, Evaluation and Detection Papers for ChatGPT☆457Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆161Updated last year
- ☆268Updated 3 weeks ago
- ☆165Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆424Updated 5 months ago
- papers related to LLM-agent that published on top conferences☆312Updated last year
- An Awesome Collection for LLM Survey☆331Updated 6 months ago
- Prod Env☆409Updated last year