DAMO-NLP-SG / chain-of-knowledge
[ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
☆61Updated 8 months ago
Alternatives and similar repositories for chain-of-knowledge:
Users that are interested in chain-of-knowledge are comparing it to the libraries listed below
- ☆59Updated last month
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆104Updated 5 months ago
- ☆24Updated last month
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆41Updated 3 months ago
- Official repository of FactKG☆55Updated last week
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆49Updated 4 months ago
- FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering☆75Updated last year
- [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
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated last year
- A framework for editing the CoTs for better factuality☆48Updated last year
- Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"☆60Updated 10 months ago
- ☆54Updated 4 months ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆79Updated last year
- Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs☆27Updated 5 months ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆77Updated 6 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆207Updated last month
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆33Updated 5 months ago
- 🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…☆48Updated last year
- The folk code of UniKGQA-ICLR-2023☆46Updated last year
- KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques☆37Updated 2 months ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- ☆14Updated 9 months ago
- Official repository of KG-GPT☆65Updated last year
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆176Updated 8 months ago
- ☆29Updated last year
- We want to try and evaluate LLMs using Knowledge Graphs☆103Updated last year
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆189Updated 8 months ago
- Code for reproducing the ACL'23 paper: Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments☆73Updated last year
- Enhancing contextual understanding in large language models through contrastive decoding☆15Updated 9 months ago