HenryCai11 / LLM-Self-ControlLinks
The official repo of paper "Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller"
☆18Updated last year
Alternatives and similar repositories for LLM-Self-Control
Users that are interested in LLM-Self-Control are comparing it to the libraries listed below
Sorting:
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆67Updated last year
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆133Updated 8 months ago
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆106Updated last year
- ☆25Updated 8 months ago
- This is a unified platform for implementing and evaluating test-time reasoning mechanisms in Large Language Models (LLMs).☆19Updated 10 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆63Updated last year
- awesome SAE papers☆66Updated 6 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆159Updated last month
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆136Updated last month
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆37Updated 4 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆89Updated 11 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆48Updated last year
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆125Updated last year
- Code for Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities (NeurIPS'24)☆32Updated 11 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆33Updated 9 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆150Updated last year
- [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing☆36Updated last year
- AbstainQA, ACL 2024☆28Updated last year
- A Sober Look at Language Model Reasoning☆89Updated 3 weeks ago
- [ACL 2024 main] Aligning Large Language Models with Human Preferences through Representation Engineering (https://aclanthology.org/2024.…☆28Updated last year
- ☆36Updated 10 months ago
- ☆36Updated last year
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆138Updated last year
- The implement of paper:"ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability"☆52Updated 6 months ago
- [ACL 2024] Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models☆59Updated last year
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆34Updated 10 months ago
- [ICLR 2025 Workshop] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"☆43Updated 3 months ago
- ☆76Updated last year
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆26Updated last year
- ☆22Updated 9 months ago