Hunter-DDM / knowledge-neuronsLinks
Code for the ACL-2022 paper "Knowledge Neurons in Pretrained Transformers"
☆169Updated last year
Alternatives and similar repositories for knowledge-neurons
Users that are interested in knowledge-neurons are comparing it to the libraries listed below
Sorting:
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆112Updated 9 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆68Updated 2 years ago
- ☆74Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆35Updated 7 months ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆59Updated last year
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆65Updated last year
- ☆176Updated 11 months ago
- ☆44Updated last year
- A Survey of Hallucination in Large Foundation Models☆54Updated last year
- ☆62Updated 2 years ago
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆55Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆60Updated 7 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆126Updated 9 months ago
- [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing☆36Updated 10 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆164Updated last year
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆131Updated 2 years ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆69Updated last year
- awesome SAE papers☆35Updated last month
- An open-source library for contamination detection in NLP datasets and Large Language Models (LLMs).☆57Updated 10 months ago
- ☆36Updated 2 years ago
- ☆87Updated 2 years ago
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆77Updated 6 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆112Updated last year
- ☆26Updated 9 months ago
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated last year
- ☆44Updated 7 months ago
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆101Updated 2 years ago
- AbstainQA, ACL 2024☆26Updated 8 months ago
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆60Updated 2 years ago
- Methods and evaluation for aligning language models temporally☆29Updated last year