yuzhaouoe / SAE-based-representation-engineeringLinks
[NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
☆67Updated last year
Alternatives and similar repositories for SAE-based-representation-engineering
Users that are interested in SAE-based-representation-engineering are comparing it to the libraries listed below
Sorting:
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆123Updated last year
- AbstainQA, ACL 2024☆28Updated last year
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆47Updated last year
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆78Updated last year
- ☆29Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆119Updated last year
- ☆102Updated 2 years ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆63Updated last year
- ☆57Updated 2 years ago
- BeHonest: Benchmarking Honesty in Large Language Models☆34Updated last year
- [ACL 2024 main] Aligning Large Language Models with Human Preferences through Representation Engineering (https://aclanthology.org/2024.…☆28Updated last year
- LoFiT: Localized Fine-tuning on LLM Representations☆45Updated 10 months ago
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆55Updated last year
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆70Updated 3 years ago
- ☆66Updated 8 months ago
- ☆52Updated 7 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆186Updated 7 months ago
- ☆47Updated last year
- FeatureAlignment = Alignment + Mechanistic Interpretability☆33Updated 8 months ago
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆29Updated 9 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆69Updated last year
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆127Updated last month
- ☆53Updated last year
- ☆76Updated last year
- [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
- ☆44Updated last year
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆84Updated 8 months ago
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆12Updated 10 months ago
- [ICLR 2025] General-purpose activation steering library☆123Updated 2 months ago
- ☆68Updated last year