active-learning-in-nlp

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Here are 11 public repositories matching this topic...

amazon-science / adaptive-in-context-learning

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AdaICL: Which Examples to Annotate of In-Context Learning? Towards Effective and Efficient Selection

nlp few-shot-learning in-context-learning large-language-models active-learning-in-nlp

Updated Oct 30, 2023
Python

phanxuanphucnd / Active-learning-in-NLP

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Active learning in NLP

nlp classification surveys ner active-learning nature-language-process active-learning-in-nlp

Updated Dec 14, 2022
Python

humanlab / rare-class-AL

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AL for rare class strategies compared in the paper "Transfer and Active Learning for Dissonance Detection: Addressing the Rare Class Challenge" adapted, to be used out-of-the-box.

nlp nlp-machine-learning active-learning rare-class active-learning-in-nlp

Updated Jul 7, 2023
Python

oligogenic / Deep_active_learning_bioRE

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Framework to study the use of deep active learning for biomedical relation extraction

annotation biomedical active-learning relation-extraction biomedical-text-mining active-learning-in-nlp

Updated Jan 3, 2024
Python

wiguider / Active-Learning-for-Text-Classification-using-Small-Text

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Active Learning for Text Classification using Small-Text

sentiment-analysis text-classification active-learning active-learning-in-nlp

Updated Jul 25, 2023
Jupyter Notebook

chschroeder / self-training-for-sample-efficient-active-learning

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Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models (EMNLP 2024)

active-learning low-resource-nlp llms active-learning-in-nlp

Updated Nov 2, 2024
Python

rohitgarud / Asreview-Ensemble-Classifiers

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ASReview Classifer Model Extension with ensemble classifiers

machine-learning ensemble-classifier asreview active-learning-in-nlp

Updated Apr 5, 2023
Python

miguelscarv / opinions

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The goal of this project is to quantify opinions on a subject (person, company, movement, etc...) and understand why people feel the way they feel about it

python machine-learning natural-language-processing twitter deep-learning transformer active-learning active-learning-in-nlp