Hunter-DDM / knowledge-neuronsLinks
Code for the ACL-2022 paper "Knowledge Neurons in Pretrained Transformers"
☆170Updated 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:
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆68Updated 2 years ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆114Updated 10 months ago
- ☆46Updated last year
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆56Updated last year
- 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"☆68Updated last year
- ☆63Updated 2 years ago
- ☆178Updated last year
- [ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.☆102Updated 2 years ago
- ☆46Updated 8 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆39Updated 8 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆62Updated 8 months ago
- ☆74Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆165Updated last year
- AbstainQA, ACL 2024☆27Updated 9 months ago
- Do Large Language Models Know What They Don’t Know?☆99Updated 8 months ago
- Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.☆131Updated 2 years ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆129Updated 10 months ago
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆59Updated last year
- ☆87Updated 2 years ago
- Active Example Selection for In-Context Learning (EMNLP'22)☆49Updated last year
- A Survey of Hallucination in Large Foundation Models☆54Updated last year
- ☆24Updated 2 years ago
- ☆88Updated 2 years ago
- Methods and evaluation for aligning language models temporally☆29Updated last year
- ☆20Updated last year
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆25Updated last year
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆81Updated last year
- 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
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Updated last year