Liyan06 / MiniCheck
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents [EMNLP 2024]
☆155Updated 4 months ago
Alternatives and similar repositories for MiniCheck:
Users that are interested in MiniCheck are comparing it to the libraries listed below
- Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"☆107Updated 7 months ago
- Code accompanying "How I learned to start worrying about prompt formatting".☆104Updated 7 months ago
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆215Updated 6 months ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆171Updated 5 months ago
- Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering☆171Updated 2 months ago
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆139Updated 6 months ago
- Official repository for paper "ReasonIR Training Retrievers for Reasoning Tasks".☆112Updated last week
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆134Updated 5 months ago
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆192Updated last year
- AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark☆140Updated 4 months ago
- ☆38Updated 2 months ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆106Updated 6 months ago
- Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"☆120Updated 8 months ago
- ☆69Updated last year
- ☆121Updated 11 months ago
- [Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers☆128Updated last year
- awesome synthetic (text) datasets☆278Updated 6 months ago
- [EMNLP 2024 Findings] OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs.☆147Updated 5 months ago
- Benchmarking LLMs with Challenging Tasks from Real Users☆221Updated 6 months ago
- Evaluating LLMs with fewer examples☆151Updated last year
- ☆36Updated 3 months ago
- Steer LLM outputs towards a certain topic/subject and enhance response capabilities using activation engineering by adding steering vecto…☆235Updated 2 months ago
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆196Updated last week
- Attribute (or cite) statements generated by LLMs back to in-context information.☆229Updated 7 months ago
- Fact-Checking the Output of Generative Large Language Models in both Annotation and Evaluation.☆97Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆121Updated last year
- Systematic evaluation framework that automatically rates overthinking behavior in large language models.☆88Updated 3 weeks ago
- A simple unified framework for evaluating LLMs☆209Updated 3 weeks ago
- Retrieval Augmented Generation Generalized Evaluation Dataset☆53Updated 5 months ago
- ☆166Updated 8 months ago