HillZhang1999 / llm-hallucination-surveyLinks
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 Language Models"
☆1,076Updated 4 months ago
Alternatives and similar repositories for llm-hallucination-survey
Users that are interested in llm-hallucination-survey are comparing it to the libraries listed below
Sorting:
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,211Updated 6 months ago
- Aligning Large Language Models with Human: A Survey☆742Updated 2 years ago
- Paper List for In-context Learning 🌷☆874Updated last year
- An Awesome Collection for LLM Survey☆383Updated 8 months ago
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆489Updated last year
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆994Updated 8 months ago
- Papers and Datasets on Instruction Tuning and Following. ✨✨✨☆506Updated last year
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆563Updated last year
- ☆641Updated 6 months ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆341Updated last year
- LLM hallucination paper list☆331Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆512Updated last year
- This is the repo for the survey of LLM4IR.☆525Updated 2 months ago
- ☆917Updated last year
- Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"☆1,227Updated last year
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,591Updated 8 months ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆767Updated 2 years ago
- Resource, Evaluation and Detection Papers for ChatGPT☆457Updated last year
- The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.☆792Updated last year
- Prod Env☆438Updated 2 years ago
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆552Updated last year
- awesome papers in LLM interpretability☆607Updated 5 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆584Updated last year
- ✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models☆644Updated 7 months ago
- Collection of training data management explorations for large language models☆336Updated last year
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…☆284Updated 2 years ago
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆415Updated 7 months ago
- ☆921Updated last year
- This is the repository for the Tool Learning survey.☆476Updated 5 months ago
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆810Updated 8 months ago