[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).

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

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"

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)

Quilt: Robust Data Segment Selection against Concept Drifts (AAAI 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.