text-labeling

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argilla-io /argilla

Star4.4k

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

nlp machine-learning natural-language-processing ai weak-supervision developer-tools active-learning annotation-tool text-annotation weakly-supervised-learning human-in-the-loop mlops text-labeling gpt-4 llm langchain rlhf

UpdatedMar 17, 2025
Python

BrikerMan /Kashgari

Star2.4k

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

nlp machine-learning text-classification named-entity-recognition seq2seq transfer-learning ner bert sequence-labeling nlp-framework bert-model text-labeling gpt-2

UpdatedSep 3, 2024
Python

UniversalDataTool /universal-data-tool

Star2k

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

machine-learning csv computer-vision deep-learning image-annotation desktop dataset named-entity-recognition classification labeling image-segmentation hacktoberfest semantic-segmentation annotation-tool text-annotation labeling-tool entity-recognition annotate-images image-labeling-tool text-labeling

UpdatedMar 15, 2025
JavaScript

HumanSignal /label-studio-frontend

Star429

Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package

react image-annotation react-components audio-classification semantic-segmentation annotation-tool pose-estimation mobx-state-tree image-labeling labeling-tool labelingtool image-labeling-tool text-labeling label-studio

UpdatedApr 18, 2024
JavaScript

sergioburdisso /pyss3

Star341

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat: )

nlp machine-learning natural-language-processing text-mining data-mining text-classification machine-learning-algorithms artificial-intelligence document-classification sentence-classification interpretability multilabel-classification explainable-artificial-intelligence interpretable-ml xai interpretable-machine-learning document-categorization early-classification text-labeling ss3-classifier

UpdatedJan 13, 2025
Python

phurwicz /hover

Star324

🚤 Label data at scale. Fun and precision included.

visualization machine-learning text-classification supervised-learning image-classification bokeh labeling audio-classification annotation-tool image-labeling labeling-tool text-labeling data-labeling bulk-labeling audio-labeling

UpdatedMar 18, 2025
Python

kili-technology /kili-python-sdk

Star233

Simplest and fastest image and text annotation tool.

annotation labeling semantic-segmentation semantic-annotation video-classification data-annotations image-labeling labeling-tool bounding-box text-labeling image-annotation-tool text-annotation-tool document-annotation-tool annotation-tool-online annotation-tool-offline computer-vision-annotation-tool image-texte-video-classification texte-video-classification

UpdatedMar 21, 2025
Jupyter Notebook

HumanSignal /label-studio-transformers

Star184

Label data using HuggingFace's transformers and automatically get a prediction service

nlp natural-language-processing transformers bert natural-language-understanding text-labeling data-labeling pytorch-transformers label-studio

UpdatedJun 20, 2023
Python

Alternate Implementation for Zero Shot Text Classification: Instead of reframing NLI/XNLI, this reframes the text backbone of CLIP models to do ZSC. Hence, can be lightweight + supports more languages without trading-off accuracy. (Super simple, a 10th-grader could totally write this but since no 10th-grader did, I did) - Prithivi Da

text-classification weak-labels zeroshot-learning text-labeling text-labelling zero-shot-classification

UpdatedApr 5, 2022
Python

muctadir /lama

Star17

LaMa, short for Labelling Machine, is an web application developed for aiding in thematic analysis of qualitative data.

python docker angular qualitative-analysis text-labeling qualitative-research thematic-analysis

UpdatedMay 9, 2023
TypeScript

jeromedockes /labelbuddy

Star13

Text labelling desktop application

windows macos linux gui text annotations labels text-labeling

UpdatedDec 3, 2024
C++

Oxid15 /theme

Star6

Minimalistic CLI labeling tool for text classification

text-classification annotations labeling-tool text-labeling data-labeling data-labeling-tools

UpdatedJun 29, 2024
Python

pshapira /pve

Star4

Large-Scale text analysis using generative language models: A case study in discovering public value expressions in AI patents. Code and data.

large-scale-classification text-labeling gpt-4 generative-language-models public-value ai-patents

UpdatedFeb 7, 2024
Python

nisheethjaiswal /Data-Annotator-for-SpaCy

Star3

🚀SpAnnor annotator for Named Entity Recognition easy to use tool. The annotator allows users to quickly assign custom labels to one or more entities in the text. Easy to setup for Data Training for SpaCy 🔥.

nlp named-entity-recognition data-preparation data-annotation spacy-nlp text-labeling data-labeling data-annotation-tools

UpdatedJan 12, 2022
HTML

A-baoYang /NLP-techniques-chinese

Star3

For learning. Collecting techniques of each step from knowledge graph building processes.

nlp natural-language-processing docs knowledge-graph classification chinese ner relation-classification text-labeling

UpdatedJun 22, 2023
Jupyter Notebook

evitanegaraputri4 /Text-Processing-Classify-Topic-Label

Star1

This project classifies BBC News articles into five topics—Sport, Business, Politics, Tech, and Entertainment—using Naïve Bayes, Random Forest, and SVM. Feature extraction with TF-IDF and Bag of Words improves topic classification efficiency for enhanced information management.

machine-learning natural-language-processing text-classification text-labeling