shengliu66 / ICVLinks
Code for In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
☆193Updated 9 months ago
Alternatives and similar repositories for ICV
Users that are interested in ICV are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers☆159Updated 3 weeks ago
- PASTA: Post-hoc Attention Steering for LLMs☆129Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆186Updated 7 months ago
- [ICLR 2025] General-purpose activation steering library☆123Updated 2 months ago
- Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"☆141Updated last month
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆150Updated 5 months ago
- Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)☆130Updated 4 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆123Updated last year
- Steering Llama 2 with Contrastive Activation Addition☆195Updated last year
- This repository contains the code and data for the paper "SelfIE: Self-Interpretation of Large Language Model Embeddings" by Haozhe Chen,…☆54Updated 11 months ago
- ☆102Updated 2 years ago
- ☆200Updated last year
- AI Logging for Interpretability and Explainability🔬☆133Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆67Updated last year
- ☆36Updated last year
- Codebase for reproducing the experiments of the semantic uncertainty paper (paragraph-length experiments).☆76Updated last year
- Evaluating LLMs with fewer examples☆169Updated last year
- Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".☆80Updated last year
- Codes and datasets for the paper Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Ref…☆68Updated 9 months ago
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆220Updated last month
- Public code repo for paper "SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales"☆109Updated last year
- [NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.☆156Updated 2 years ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆122Updated last year
- ☆37Updated 10 months ago
- ☆199Updated 7 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆78Updated last year
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆82Updated 11 months ago
- ☆95Updated last year
- ☆84Updated 10 months ago
- Benchmarking LLMs with Challenging Tasks from Real Users☆246Updated last year