xz-liu / GraphEvalLinks
Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs
☆34Updated last year
Alternatives and similar repositories for GraphEval
Users that are interested in GraphEval are comparing it to the libraries listed below
Sorting:
- A framework for editing the CoTs for better factuality☆50Updated 2 years ago
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆136Updated 2 years ago
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆36Updated last year
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆62Updated 2 years ago
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆156Updated 2 years ago
- [ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources☆71Updated last year
- Test-time compute in information retrieval☆52Updated 7 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆69Updated 7 months ago
- [NeurIPS 2023] Codebase for the paper: "Guiding Large Language Models with Directional Stimulus Prompting"☆113Updated 2 years ago
- RuleRAG: Rule Meets Retrieval-Augmented Generation for Question Answering☆32Updated 4 months ago
- This is the code repo for our paper "Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognitio…☆110Updated 4 months ago
- [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…☆60Updated last year
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆193Updated last year
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆90Updated last year
- [NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".☆136Updated last year
- "Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases" b…☆45Updated last year
- [ACL'25 Main] Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs☆39Updated 8 months ago
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆144Updated last month
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆136Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆129Updated last year
- A curated paper list on LLM reasoning.☆90Updated last year
- PGRAG☆52Updated last year
- This is the implementation for the paper "LARGE LANGUAGE MODEL CASCADES WITH MIX- TURE OF THOUGHT REPRESENTATIONS FOR COST- EFFICIENT REA…☆29Updated last year
- [EMNLP 2023] Knowledge Rumination for Pre-trained Language Models☆17Updated 2 years ago
- The official Github repository for paper "R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation" (EMNLP 2024 Fin…☆38Updated last year
- The implementation for CIKM 2024: Towards Completeness-Oriented Tool Retrieval for Large Language Models.☆24Updated last year
- [NAACL 2024] End-to-End Beam Retrieval for Multi-Hop Question Answering☆124Updated last year
- ☆10Updated last year
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆103Updated last year
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆172Updated last year