DAMO-NLP-SG / chain-of-knowledge
[ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
☆56Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for chain-of-knowledge
- ☆58Updated 7 months ago
- Official repository of FactKG☆50Updated 6 months ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆77Updated last year
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆46Updated last month
- A framework for editing the CoTs for better factuality☆40Updated 11 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆86Updated 2 months ago
- FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering☆71Updated 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"☆62Updated 3 months ago
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆61Updated last year
- Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"☆57Updated 7 months ago
- The folk code of UniKGQA-ICLR-2023☆45Updated last year
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆31Updated 2 months ago
- 🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…☆44Updated 11 months ago
- ☆83Updated last year
- Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation☆37Updated 5 months ago
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆54Updated last year
- ☆29Updated last year
- [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…☆58Updated 4 months ago
- ☆36Updated 10 months ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆173Updated 5 months ago
- Enhancing contextual understanding in large language models through contrastive decoding☆15Updated 6 months ago
- [ACL 2024]Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs☆35Updated last month
- We want to try and evaluate LLMs using Knowledge Graphs☆102Updated last year
- ☆36Updated last month
- Data and baseline code of EMNLP 2021 paper "MLEC-QA: A Chinese Multi-Choice Biomedical Question Answering Dataset".☆23Updated 3 years ago
- [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"☆37Updated 10 months ago
- ☆34Updated 2 months ago
- A large-scale complex question answering evaluation of ChatGPT and similar large-language models☆38Updated 6 months ago
- Implementation of "REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering"☆26Updated 5 months ago