data-selection

There are 2 repositories under data-selection topic.

princeton-nlp / LESS
Preprint: Less: Selecting Influential Data for Targeted Instruction Tuning
data data-selection influence instruction-tuning llama llm mistral
Language:Jupyter Notebook 209
p-lambda / dsir
DSIR large-scale data selection framework for language model training
data data-selection language-models data-filtering large-scale importance-resampling
Language:Python 185
georgian-io / Transformers-Domain-Adaptation
:no_entry: [DEPRECATED] Adapt Transformer-based language models to new text domains
data-selection deprecated domain-adaptation huggingface-tokenizers huggingface-transformers natural-language-processing transfer-learning
Language:Jupyter Notebook 87
waltonfuture / InstructionGPT-4
InstructionGPT-4
data-selection less-is-more llm llm-training multimodal-deep-learning
Language:Python 26
yueyu1030 / Patron
[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
acl2023 active-learning cold-start data-selection few-shot-learning fine-tuning language-model natural-language-processing nlp prompt-learning
Language:Python 18
lvapeab / sentence-selectioNN
Keras sentence classification
neural-network theano statistical-machine-translation data-selection deep-learning keras recurrent-neural-networks lstm cnn convolutional-neural-networks
Language:Python 10
ArsamAryandoust / DataSelectionMaps
Enhanced spatio-temporal electric load forecasts with less data using active deep learning
deep-learning active-learning load-forecasting spatio-temporal-prediction data-selection remote-sensing machine-learning sampling
Language:Jupyter Notebook 8
surafelml / adapt-mnmt
Dynamic Transfer Learning for Low-Resource Neural Machine Translation
adaptation data-selection dynamic-transfer-learning low-resource-languages multilingual nmt pretraining transfer-learning zero-shot-translation
Language:Python 8
JoyeBright / DataSelection-NMT
Repository for the experiments in my paper accepted to the CLIN Journal: "Selecting Parallel In-domain Sentences for Neural Machine Translation Using Monolingual Texts"
machine-translation neural-machine-translation in-domain in-domain-translation data-selection
Language:Perl 7
ruoxi-jia-group / projektor
This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (NeurIPS 2023).
projection scaling-law performance-prediction data-selection
Language:Python 7
zincware / ZnNL
A Python package for studying neural learning
data-science data-selection machinelearning mathematics physics
Language:Python 6
allo-media / cynical-selection
Allo-media data selection tool
data-selection language-model nlp
Language:Python 4
liziniu / ISWBC
Code for NeurIPS 2023 Paper (Imitation Learning from Imperfection: Theoretical Justifications and Algorithms)
data-selection imitation-learning importance-sampling neurips-2023 reinforcement-learning
Language:Python 3
wyu-du / Self-Training-Dialogue-Generation
This repository contains the data and code for the paper "Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation" (EMNLP2022-Findings).
data-selection dialogue-generation few-shot-generation few-shot-learning self-training text-augmentation uncertainty-estimation transformers
Language:Python 3
abderrahman-bns / Data-Cleaning-and-Preprocessinng-with-Pandas
Introducing you to the fundamentals of the quintessential Python data analysis library, pandas, and its core data structures – the Series and DataFrame objects.
fundamental-programming-tools the-pandas-library pandas-series dataframes the-pandas-documentation collecting-data cleaning-data preprocessing-data data-selection
Language:Jupyter Notebook 1
minsu716-kim / Quilt
Quilt: Robust Data Segment Selection against Concept Drifts (AAAI 2024)
artificial-intelligence concept-drift data-centric-ai data-selection machine-learning model-robustness responsible-ai robustness robustness-ai robustness-ml distribution-shift
Language:Python 1
JLeigh101 / belly-button-challenge
NU Bootcamp Module 14
css d3 d3-visualization d3js data-selection data-visualization github-io html javascript json plotly dashboard interactive-dashboards interactive-visualizations
Language:JavaScript 0
SyncfusionExamples / cell-and-checkbox-selection-with-vue-grid-rows
A quick-start project that helps you to perform different types of selection in Vue Grid and know about different modes of selection – Row, Cell and Both. This project contains code snippet about cell, checkbox and toggle selection, and the way to get row index of selected cells using row selection events.
vue vue-cli vue-component vue-grid datatable vuegrid grid tabledata selection data-selection row-selection cell-selection rowselection cellselection checkbox-selection toggle-selection checkboxselection toggleselection
Language:JavaScript