pillowsofwind / Knowledge-Conflicts-Survey
[EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"
☆114Updated 7 months ago
Alternatives and similar repositories for Knowledge-Conflicts-Survey:
Users that are interested in Knowledge-Conflicts-Survey are comparing it to the libraries listed below
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆162Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆109Updated 7 months ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated last year
- ☆81Updated last year
- ☆41Updated last year
- Code and data for "ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM" (NeurIPS 2024 Track Datasets and…☆41Updated 6 months ago
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆55Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆70Updated 8 months ago
- ☆55Updated 6 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…☆110Updated 9 months ago
- ☆54Updated 2 months ago
- [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing☆35Updated 8 months ago
- ☆73Updated 11 months ago
- ☆30Updated 3 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆81Updated last year
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆60Updated 3 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆76Updated 3 months ago
- Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models☆96Updated 8 months ago
- ☆71Updated last year
- Official github repo for AutoDetect, an automated weakness detection framework for LLMs.☆42Updated 10 months ago
- Do Large Language Models Know What They Don’t Know?☆94Updated 5 months ago
- ☆26Updated 2 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆57Updated 6 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆119Updated 6 months ago
- [EMNLP 2023] Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts☆27Updated last year
- [ICLR 2025] This is the code repo for our ICLR’25 paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rew…☆35Updated 2 months ago
- Collection of papers for scalable automated alignment.☆89Updated 6 months ago
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)☆65Updated 3 weeks ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆67Updated last year
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆90Updated 2 months ago