xz-liu / GraphEval
Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs
☆27Updated 5 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☆48Updated last year
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆72Updated 2 weeks ago
- [EMNLP2024] Aligning Large Language Models on Information Extraction☆41Updated 3 months ago
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆33Updated 5 months ago
- [ICLR24] The open-source repo of THU-KEG's KoLA benchmark.☆50Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆66Updated 6 months ago
- [ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources☆61Updated 8 months ago
- ☆54Updated 4 months ago
- [Findings of EMNLP'2024] Unified Active Retrieval for Retrieval Augmented Generation☆21Updated 4 months ago
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated last year
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆58Updated last year
- PGRAG☆47Updated 7 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆104Updated 5 months ago
- [ICLR 2025] This is the code repo for our ICLR’25 paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rew…☆23Updated last week
- [ACL 2024] Making Long-Context Language Models Better Multi-Hop Reasoners☆16Updated 8 months ago
- We have released the code and demo program required for LLM with self-verification☆55Updated last year
- This is the implementation for the paper "LARGE LANGUAGE MODEL CASCADES WITH MIX- TURE OF THOUGHT REPRESENTATIONS FOR COST- EFFICIENT REA…☆19Updated 8 months ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆75Updated last week
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks☆54Updated 10 months ago
- ☆48Updated 11 months ago
- The official Github repository for paper "R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation" (EMNLP 2024 Fin…☆28Updated 2 months ago
- ☆69Updated last year
- Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"☆60Updated 10 months ago
- ☆30Updated last year
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆79Updated last year
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆102Updated 3 months ago
- ☆60Updated 7 months ago
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆44Updated 7 months ago
- The source code and dataset mentioned in the paper Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmar…☆42Updated 3 months ago