yuzhaouoe / SAE-based-representation-engineering
[NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
☆50Updated 3 months ago
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
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆67Updated 11 months ago
- LoFiT: Localized Fine-tuning on LLM Representations☆34Updated 2 months ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆106Updated 6 months ago
- Semi-Parametric Editing with a Retrieval-Augmented Counterfactual Model☆66Updated 2 years ago
- ☆30Updated 10 months ago
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆24Updated 2 weeks ago
- AbstainQA, ACL 2024☆25Updated 5 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆107Updated 11 months ago
- ☆72Updated 9 months ago
- ☆92Updated last year
- BeHonest: Benchmarking Honesty in Large Language Models☆31Updated 7 months ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆58Updated last year
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆54Updated 11 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆29Updated 4 months ago
- ☆47Updated 7 months ago
- ☆41Updated last year
- ☆59Updated 6 months ago
- The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”☆16Updated last year
- ☆36Updated 4 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆63Updated last year
- ☆47Updated last year
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆26Updated last month
- Grade-School Math with Irrelevant Context (GSM-IC) benchmark is an arithmetic reasoning dataset built upon GSM8K, by adding irrelevant se…☆58Updated 2 years ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆57Updated 3 months ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆48Updated 10 months ago
- ☆37Updated last year
- Analyzing LLM Alignment via Token distribution shift☆15Updated last year
- The repository of the project "Fine-tuning Large Language Models with Sequential Instructions", code base comes from open-instruct and LA…☆29Updated 3 months ago
- Augmenting Statistical Models with Natural Language Parameters☆23Updated 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…☆108Updated 8 months ago