[NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
☆73Jan 16, 2026Updated last month
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:
- Materials for "Multi-property Steering of Large Language Models with Dynamic Activation Composition"☆14Nov 22, 2024Updated last year
- ☆18May 3, 2025Updated 10 months ago
- PAHF Personalized Agent from Human Feedback☆37Feb 25, 2026Updated last week
- ☆31Nov 9, 2024Updated last year
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆57Oct 30, 2025Updated 4 months ago
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆32Apr 12, 2025Updated 10 months ago
- Sparsify transformers with SAEs and transcoders☆696Feb 23, 2026Updated last week
- [ICLR 2025 Oral] Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition☆19Nov 25, 2024Updated last year
- Official repository of paper "Context-DPO: Aligning Language Models for Context-Faithfulness"☆21Feb 17, 2025Updated last year
- A resource repository for representation engineering in large language models☆148Nov 14, 2024Updated last year
- [EMNLP-2025] R1-Zero on ANY TASK☆27Nov 9, 2025Updated 3 months ago
- [ICLR'25] Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆78Nov 25, 2024Updated last year
- Steering Llama 2 with Contrastive Activation Addition☆212May 23, 2024Updated last year
- A method for steering llms to better follow instructions☆82Aug 6, 2025Updated 6 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆294Jan 22, 2026Updated last month
- Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.☆195Updated this week
- Open source replication of Anthropic's Crosscoders for Model Diffing☆64Oct 27, 2024Updated last year
- [EMNLP'24 (Main)] DRPO(Dynamic Rewarding with Prompt Optimization) is a tuning-free approach for self-alignment. DRPO leverages a search-…☆24Nov 17, 2024Updated last year
- Code for experiments on self-prediction as a way to measure introspection in LLMs☆16Dec 10, 2024Updated last year
- ☆16Jun 25, 2025Updated 8 months ago
- ☆89Dec 18, 2025Updated 2 months ago
- ☆26Nov 7, 2022Updated 3 years ago
- Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals☆12May 24, 2024Updated last year
- ☆15Aug 19, 2025Updated 6 months ago
- [ACL 2024 main] Aligning Large Language Models with Human Preferences through Representation Engineering (https://aclanthology.org/2024.…☆28Sep 25, 2024Updated last year
- ☆25Apr 10, 2025Updated 10 months ago
- Code repo for the model organisms and convergent directions of EM papers.☆51Sep 22, 2025Updated 5 months ago
- Project of ACL 2025 "UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models"☆14Mar 25, 2025Updated 11 months ago
- QuoteSum is a textual QA dataset containing Semi-Extractive Multi-source Question Answering (SEMQA) examples written by humans, based on …☆13Mar 25, 2024Updated last year
- [EMNLP 2023] Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts☆27Nov 4, 2023Updated 2 years ago
- Exploring the Limitations of Large Language Models on Multi-Hop Queries☆32Mar 2, 2025Updated last year
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆163Nov 14, 2025Updated 3 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆243Feb 23, 2026Updated last week
- Code for NAACL 2025 paper "AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge"☆16Updated this week
- [EMNLP 2024 Main] Official implementation of the paper "The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Langua…☆13Nov 11, 2024Updated last year
- Short RL☆18May 26, 2025Updated 9 months ago
- ☆20Nov 15, 2024Updated last year
- ☆21Jun 22, 2025Updated 8 months ago
- Causal tracing for language models☆12Apr 2, 2024Updated last year