tml-epfl / icl-alignment
Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]
☆29Updated last week
Alternatives and similar repositories for icl-alignment:
Users that are interested in icl-alignment are comparing it to the libraries listed below
- ☆19Updated last year
- Implementation of PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆31Updated 2 months ago
- Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning [ICML 2024]☆17Updated 8 months ago
- The repository contains code for Adaptive Data Optimization☆20Updated last month
- ConceptVectors Benchmark and Code for the paper "Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces"☆32Updated 3 months ago
- ☆12Updated 10 months ago
- ☆27Updated 10 months ago
- Official code repo for paper "Great Memory, Shallow Reasoning: Limits of kNN-LMs"☆21Updated 5 months ago
- This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"☆17Updated 11 months ago
- ☆16Updated 6 months ago
- ☆26Updated 6 months ago
- ☆44Updated 4 months ago
- Codebase for Instruction Following without Instruction Tuning☆33Updated 4 months ago
- ☆23Updated 2 months ago
- This repository contains data, code and models for contextual noncompliance.☆19Updated 6 months ago
- Code for "Universal Adversarial Triggers Are Not Universal."☆16Updated 8 months ago
- Restore safety in fine-tuned language models through task arithmetic☆26Updated 10 months ago
- Augmenting Statistical Models with Natural Language Parameters☆22Updated 4 months ago
- ☆43Updated 5 months ago
- Official Repository for Dataset Inference for LLMs☆28Updated 6 months ago
- Self-Supervised Alignment with Mutual Information☆16Updated 8 months ago
- ☆27Updated 2 months ago
- Repository for NPHardEval, a quantified-dynamic benchmark of LLMs☆51Updated 10 months ago
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆35Updated 7 months ago
- Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning with LLMs☆32Updated last year
- Codebase for decoding compressed trust.☆22Updated 8 months ago
- Directional Preference Alignment☆54Updated 4 months ago
- ☆30Updated last month
- Data Valuation on In-Context Examples (ACL23)☆23Updated 2 weeks ago