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Efficient Model Finetuning for Text Classification via Data Filtering

Jul 28, 2022
Xu Ouyang, Shahina Mohd Azam Ansari, Felix Xiaozhu Lin, Yangfeng Ji

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Learning from flowsheets: A generative transformer model for autocompletion of flowsheets

Aug 01, 2022
Gabriel Vogel, Lukas Schulze Balhorn, Artur M. Schweidtmann

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A Flexible Clustering Pipeline for Mining Text Intentions

Feb 01, 2022
Xinyu Chen, Ian Beaver

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Semantic Cross Attention for Few-shot Learning

Oct 12, 2022
Bin Xiao, Chien-Liang Liu, Wen-Hoar Hsaio

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The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification

Oct 12, 2022
Mohsen Mesgar, Thy Thy Tran, Goran Glavas, Iryna Gurevych

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Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined Topics

Oct 12, 2022
Tim Schopf, Daniel Braun, Florian Matthes

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Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach

Sep 15, 2022
Yue Yu, Rongzhi Zhang, Ran Xu, Jieyu Zhang, Jiaming Shen, Chao Zhang

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TextCNN with Attention for Text Classification

Aug 04, 2021
Ibrahim Alshubaily

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Point-of-Interest Type Prediction using Text and Images

Sep 01, 2021
Danae Sánchez Villegas, Nikolaos Aletras

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RedCaps: web-curated image-text data created by the people, for the people

Nov 22, 2021
Karan Desai, Gaurav Kaul, Zubin Aysola, Justin Johnson

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