[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

This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (NeurIPS 2023).

Keras sentence classification

Repository for the experiments in my paper accepted to the CLIN Journal: "Selecting Parallel In-domain Sentences for Neural Machine Translation Using Monolingual Texts"

Enhanced spatio-temporal electric load forecasts with less data using active deep learning

Dynamic Transfer Learning for Low-Resource Neural Machine Translation

Code for NeurIPS 2023 Paper (Imitation Learning from Imperfection: Theoretical Justifications and Algorithms)

A Python package for studying neural learning

Allo-media data selection tool

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)

Code for Generative Deduplication For Socia Media Data Selection (Findings of EMNLP 2024)

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.

This repo contains the code for "Privacy Preserving Data Selection for Bias Mitigation in Speech Models"