SalesforceAIResearch / FaithEvalLinks
☆48Updated 3 months ago
Alternatives and similar repositories for FaithEval
Users that are interested in FaithEval are comparing it to the libraries listed below
Sorting:
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆120Updated last year
- ☆99Updated 10 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆76Updated last year
- Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Ref…☆64Updated 6 months ago
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆148Updated 11 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆123Updated 7 months ago
- PASTA: Post-hoc Attention Steering for LLMs☆122Updated 10 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
- ☆37Updated 8 months ago
- Critique-out-Loud Reward Models☆70Updated 11 months ago
- ☆52Updated last year
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆153Updated last year
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆107Updated 7 months ago
- [ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following☆131Updated last year
- Scalable Meta-Evaluation of LLMs as Evaluators☆42Updated last year
- ☆74Updated last year
- Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators (Liu et al.; COLM 2024)☆48Updated 8 months ago
- DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems☆45Updated 11 months ago
- [ACL 2025 Main] Official Repository for "Evaluating Language Models as Synthetic Data Generators"☆38Updated 9 months ago
- Code and data accompanying our paper on arXiv "Faithful Chain-of-Thought Reasoning".☆163Updated last year
- [ICLR 2025] BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆167Updated 2 weeks ago
- ☆48Updated last year
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆81Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆73Updated last year
- Benchmarking LLMs with Challenging Tasks from Real Users☆241Updated 10 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- This repository contains data, code and models for contextual noncompliance.☆24Updated last year
- Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"☆108Updated 11 months ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆198Updated 9 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆118Updated last year