HenryCai11 / LLM-Self-ControlLinks
The official repo of paper "Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller"
☆18Updated 11 months ago
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:
- awesome SAE papers☆40Updated 2 months ago
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆62Updated 8 months ago
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆151Updated 5 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆61Updated last year
- [ACL 2024 main] Aligning Large Language Models with Human Preferences through Representation Engineering (https://aclanthology.org/2024.…☆25Updated 10 months ago
- code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models☆39Updated 8 months ago
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆25Updated last year
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆71Updated 7 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆125Updated 4 months ago
- ☆26Updated 3 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆114Updated last year
- [NeurIPS 2024] Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models☆100Updated last year
- This is a unified platform for implementing and evaluating test-time reasoning mechanisms in Large Language Models (LLMs).☆20Updated 6 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆129Updated 10 months ago
- [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"☆35Updated 2 weeks ago
- Accepted LLM Papers in NeurIPS 2024☆37Updated 9 months ago
- ☆47Updated 3 weeks ago
- ☆67Updated last month
- Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective☆32Updated 6 months ago
- A curated list of resources for activation engineering☆99Updated 2 months ago
- ☆34Updated last year
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆83Updated 3 weeks ago
- 📜 Paper list on decoding methods for LLMs and LVLMs☆55Updated last month
- [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing☆36Updated 11 months ago
- A resource repository for representation engineering in large language models☆129Updated 8 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆142Updated 2 weeks ago
- The implement of paper:"ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability"☆30Updated 2 months ago
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆91Updated 2 months ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆29Updated 4 months ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆58Updated 2 weeks ago