jlko / semantic_uncertaintyLinks
Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).
☆403Updated last year
Alternatives and similar repositories for semantic_uncertainty
Users that are interested in semantic_uncertainty are comparing it to the libraries listed below
Sorting:
- ☆183Updated last year
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆546Updated last year
- ☆634Updated 5 months ago
- Codebase for reproducing the experiments of the semantic uncertainty paper (paragraph-length experiments).☆77Updated last year
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆290Updated 3 weeks ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆533Updated last year
- LLM hallucination paper list☆328Updated last year
- List of papers on hallucination detection in LLMs.☆1,020Updated last week
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆142Updated last year
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆807Updated 8 months ago
- A Survey of Attributions for Large Language Models☆219Updated last week
- A Survey on Data Selection for Language Models☆254Updated 8 months ago
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆196Updated 11 months ago
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆563Updated last year
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆414Updated 9 months ago
- This repository collects all relevant resources about interpretability in LLMs☆389Updated last year
- ☆158Updated 2 years ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆162Updated 2 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆134Updated 6 months ago
- ☆50Updated last year
- A resource repository for representation engineering in large language models☆146Updated last year
- Toolkit for evaluating the trustworthiness of generative foundation models.☆125Updated 5 months ago
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆106Updated last year
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆593Updated last year
- ☆180Updated this week
- [ICML 2024] TrustLLM: Trustworthiness in Large Language Models☆619Updated 6 months ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆340Updated last year
- ☆39Updated last year
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆151Updated 5 months ago
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆60Updated last year