[ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
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Updated
Jun 29, 2024 - Jupyter Notebook
[ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
DSIR large-scale data selection framework for language model training
A Survey on Data Selection for Language Models
⛔ [DEPRECATED] Adapt Transformer-based language models to new text domains
InstructionGPT-4
[ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach
Enhancing Efficiency in Multidevice Federated Learning through Data Selection
Keras sentence classification
This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (NeurIPS 2023).
Enhanced spatio-temporal electric load forecasts with less data using active deep learning
Dynamic Transfer Learning for Low-Resource Neural Machine Translation
Repository for the experiments in my paper accepted to the CLIN Journal: "Selecting Parallel In-domain Sentences for Neural Machine Translation Using Monolingual Texts"
Code for NeurIPS 2023 Paper (Imitation Learning from Imperfection: Theoretical Justifications and Algorithms)
A Python package for studying neural learning
This repository contains the data and code for the paper "Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation" (EMNLP2022-Findings).
CORE: Mitigating Catastrophic Forgetting in Continual Learning through Cognitive Replay (CogSci 2024 Oral)
A project to select only part of a PDF file. It's usefull when you want to extract informations with some python library like fitz.
Quilt: Robust Data Segment Selection against Concept Drifts (AAAI 2024)
This repo contains the code for "Privacy Preserving Data Selection for Bias Mitigation in Speech Models"
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