declare-lab / trust-align
Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
☆46Updated 3 weeks ago
Alternatives and similar repositories for trust-align:
Users that are interested in trust-align are comparing it to the libraries listed below
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆78Updated last month
- ☆42Updated 3 weeks ago
- ☆36Updated 2 months ago
- Codebase accompanying the Summary of a Haystack paper.☆75Updated 6 months ago
- DSBench: How Far are Data Science Agents from Becoming Data Science Experts?☆45Updated last month
- Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"☆101Updated 5 months ago
- Code for EMNLP 2024 paper "Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning"☆53Updated 5 months ago
- ☆68Updated last year
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆91Updated last month
- Scalable Meta-Evaluation of LLMs as Evaluators☆42Updated last year
- Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"☆119Updated 7 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
- Code for "Democratizing Reasoning Ability: Tailored Learning from Large Language Model", EMNLP 2023☆34Updated last year
- Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment☆55Updated 6 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆67Updated 11 months ago
- Code release for "SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers" [NeurIPS D&B, 2024]☆55Updated 2 months ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆104Updated 5 months ago
- [ACL 2024] LangBridge: Multilingual Reasoning Without Multilingual Supervision☆87Updated 4 months ago
- [arXiv preprint] Official Repository for "Evaluating Language Models as Synthetic Data Generators"☆34Updated 3 months ago
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆42Updated 8 months ago
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆136Updated 4 months ago
- Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"☆86Updated 5 months ago
- ☆119Updated 5 months ago
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆116Updated 4 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆109Updated 8 months ago
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆167Updated last month
- Official implementation for "Law of the Weakest Link: Cross capabilities of Large Language Models"☆42Updated 5 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆133Updated last month
- ☆40Updated 7 months ago
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆75Updated 2 months ago