pillowsofwind / Knowledge-Conflicts-SurveyLinks
[EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"
☆144Updated last year
Alternatives and similar repositories for Knowledge-Conflicts-Survey
Users that are interested in Knowledge-Conflicts-Survey are comparing it to the libraries listed below
Sorting:
- ☆47Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆77Updated last year
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆157Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆165Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆117Updated last year
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆65Updated 4 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆131Updated 9 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆125Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆74Updated last year
- Code and data for "ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM" (NeurIPS 2024 Track Datasets and…☆55Updated 5 months ago
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆63Updated 2 weeks ago
- ☆31Updated 6 months ago
- ☆28Updated last year
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated 2 years ago
- The implement of paper:"ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability"☆49Updated 5 months ago
- Do Large Language Models Know What They Don’t Know?☆101Updated last year
- [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing☆36Updated last year
- ☆75Updated 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 last year
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆56Updated last year
- AbstainQA, ACL 2024☆28Updated last year
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆136Updated last year
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆102Updated last year
- ☆52Updated 11 months ago
- [ICLR'25] DataGen: Unified Synthetic Dataset Generation via Large Language Models☆64Updated 8 months ago
- ☆167Updated last year
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆136Updated last year
- [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios☆66Updated 3 months ago
- ☆85Updated last year
- Implementation of "ACL'24: When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation"☆25Updated last year