xz-liu / GraphEval
Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs
☆28Updated 6 months ago
Alternatives and similar repositories for GraphEval:
Users that are interested in GraphEval are comparing it to the libraries listed below
- A framework for editing the CoTs for better factuality☆50Updated last year
- [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…☆60Updated 8 months ago
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆35Updated 6 months ago
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆86Updated 11 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆50Updated 5 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆78Updated last month
- ☆31Updated last year
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆91Updated last month
- Repo for Llatrieval☆29Updated 7 months ago
- ☆39Updated last month
- [Findings of EMNLP'2024] Unified Active Retrieval for Retrieval Augmented Generation☆21Updated 5 months ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆65Updated 7 months ago
- [EMNLP 2023] Knowledge Rumination for Pre-trained Language Models☆17Updated last year
- This the implementation of LeCo☆32Updated 2 months ago
- ☆67Updated last year
- Code implementation of synthetic continued pretraining☆95Updated 2 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆110Updated 6 months ago
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆52Updated 9 months ago
- The code and data of DPA-RAG☆58Updated 2 months ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- We have released the code and demo program required for LLM with self-verification☆58Updated last year
- SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning (NeurIPS D&B Track 2024)☆78Updated last year
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆59Updated last year
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆79Updated last year
- ☆40Updated 2 months ago
- ☆16Updated last year
- The implementation for CIKM 2024: Towards Completeness-Oriented Tool Retrieval for Large Language Models.☆18Updated 4 months ago
- ☆53Updated 5 months ago
- [ICLR24] The open-source repo of THU-KEG's KoLA benchmark.☆50Updated last year
- The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agen…☆24Updated last year