intuit / sac3Links
Official repo for SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency
☆37Updated 10 months ago
Alternatives and similar repositories for sac3
Users that are interested in sac3 are comparing it to the libraries listed below
Sorting:
- Code, datasets, models for the paper "Automatic Evaluation of Attribution by Large Language Models"☆56Updated 2 years ago
- Code and data accompanying our paper on arXiv "Faithful Chain-of-Thought Reasoning".☆164Updated last year
- RARR: Researching and Revising What Language Models Say, Using Language Models☆49Updated 2 years ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆75Updated last year
- Code and Data for "Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering"☆86Updated last year
- Token-level Reference-free Hallucination Detection☆97Updated 2 years ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆64Updated 2 years ago
- ☆88Updated 2 years ago
- Code and data accompanying the paper "TRUE: Re-evaluating Factual Consistency Evaluation".☆81Updated last month
- ☆34Updated last year
- ☆116Updated last year
- ☆189Updated 4 months ago
- ☆57Updated 2 years ago
- Repository for the Bias Benchmark for QA dataset.☆132Updated last year
- Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"☆60Updated 10 months ago
- ☆50Updated 2 years ago
- ☆177Updated last year
- Inspecting and Editing Knowledge Representations in Language Models☆119Updated 2 years ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆61Updated last year
- A Survey of Hallucination in Large Foundation Models☆55Updated last year
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated 2 years ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆134Updated last year
- ☆79Updated last year
- ☆43Updated 2 years ago
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆151Updated 3 months ago
- ☆44Updated last year
- ☆21Updated last year
- [NeurIPS 2023] Codebase for the paper: "Guiding Large Language Models with Directional Stimulus Prompting"☆111Updated 2 years ago
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆25Updated 8 months ago
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆103Updated 2 years ago