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"Text Classification": models, code, and papers
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Generating Efficient Training Data via LLM-based Attribute Manipulation

Jul 14, 2023
Letian Peng, Yuwei Zhang, Jingbo Shang

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LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning

Jul 30, 2023
Tiezhu Sun, Weiguo Pian, Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein

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Text classification in shipping industry using unsupervised models and Transformer based supervised models

Dec 21, 2022
Ying Xie, Dongping Song

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What Do Patients Say About Their Disease Symptoms? Deep Multilabel Text Classification With Human-in-the-Loop Curation for Automatic Labeling of Patient Self Reports of Problems

May 08, 2023
Lakshmi Arbatti, Abhishek Hosamath, Vikram Ramanarayanan, Ira Shoulson

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Revisiting Softmax for Uncertainty Approximation in Text Classification

Oct 25, 2022
Andreas Nugaard Holm, Dustin Wright, Isabelle Augenstein

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Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers

Jul 19, 2023
Jaeyoung Kim, Kyuheon Jung, Dongbin Na, Sion Jang, Eunbin Park, Sungchul Choi

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Handling Realistic Label Noise in BERT Text Classification

May 23, 2023
Maha Tufail Agro, Hanan Aldarmaki

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Analyzing Text Representations by Measuring Task Alignment

May 31, 2023
Cesar Gonzalez-Gutierrez, Audi Primadhanty, Francesco Cazzaro, Ariadna Quattoni

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A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification

Mar 06, 2023
Xiang Hu, Xinyu Kong, Kewei Tu

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A Visual Interpretation-Based Self-Improved Classification System Using Virtual Adversarial Training

Sep 03, 2023
Shuai Jiang, Sayaka Kamei, Chen Li, Shengzhe Hou, Yasuhiko Morimoto

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