intuit / sac3Links
Official repo for SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency
☆36Updated 9 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
- Token-level Reference-free Hallucination Detection☆96Updated 2 years ago
- The official code of TACL 2021, "Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies".☆80Updated 2 years ago
- The LM Contamination Index is a manually created database of contamination evidences for LMs.☆80Updated last year
- Code and Data for "Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering"☆86Updated last year
- Code and data accompanying our paper on arXiv "Faithful Chain-of-Thought Reasoning".☆163Updated last year
- [ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"☆111Updated 2 years ago
- ☆42Updated 8 months ago
- [Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers☆133Updated last year
- ☆78Updated last year
- Easy-to-use MIRAGE code for faithful answer attribution in RAG applications. Paper: https://aclanthology.org/2024.emnlp-main.347/☆25Updated 7 months ago
- Code for "Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model", EMNLP Findings 20…☆28Updated last year
- ☆46Updated last year
- RARR: Researching and Revising What Language Models Say, Using Language Models☆48Updated 2 years ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆62Updated 2 years ago
- ☆56Updated 2 years ago
- Inspecting and Editing Knowledge Representations in Language Models☆117Updated 2 years ago
- Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"☆59Updated 8 months ago
- This repository contains data, code and models for contextual noncompliance.☆24Updated last year
- ☆44Updated last year
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆59Updated last year
- ☆33Updated 11 months ago
- ☆88Updated 2 years ago
- We have released the code and demo program required for LLM with self-verification☆63Updated 2 years ago
- ☆189Updated 3 months ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆131Updated last year
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆102Updated 2 years ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆73Updated last year
- Detect hallucinated tokens for conditional sequence generation.☆64Updated 3 years ago
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆81Updated 9 months ago