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"Text Classification": models, code, and papers
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Language Models for Text Classification: Is In-Context Learning Enough?

Mar 26, 2024
Aleksandra Edwards, Jose Camacho-Collados

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Evaluating Large Language Models for Health-Related Text Classification Tasks with Public Social Media Data

Mar 27, 2024
Yuting Guo, Anthony Ovadje, Mohammed Ali Al-Garadi, Abeed Sarker

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Visual Analytics for Fine-grained Text Classification Models and Datasets

Mar 21, 2024
Munkhtulga Battogtokh, Yiwen Xing, Cosmin Davidescu, Alfie Abdul-Rahman, Michael Luck, Rita Borgo

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HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification

Mar 26, 2024
He Zhu, Junran Wu, Ruomei Liu, Yue Hou, Ze Yuan, Shangzhe Li, Yicheng Pan, Ke Xu

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A Modified Word Saliency-Based Adversarial Attack on Text Classification Models

Mar 17, 2024
Hetvi Waghela, Sneha Rakshit, Jaydip Sen

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MasonTigers at SemEval-2024 Task 8: Performance Analysis of Transformer-based Models on Machine-Generated Text Detection

Apr 05, 2024
Sadiya Sayara Chowdhury Puspo, Md Nishat Raihan, Dhiman Goswami, Al Nahian Bin Emran, Amrita Ganguly, Ozlem Uzuner

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Ukrainian Texts Classification: Exploration of Cross-lingual Knowledge Transfer Approaches

Apr 02, 2024
Daryna Dementieva, Valeriia Khylenko, Georg Groh

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Simple Hack for Transformers against Heavy Long-Text Classification on a Time- and Memory-Limited GPU Service

Mar 19, 2024
Mirza Alim Mutasodirin, Radityo Eko Prasojo, Achmad F. Abka, Hanif Rasyidi

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FPT: Feature Prompt Tuning for Few-shot Readability Assessment

Apr 10, 2024
Ziyang Wang, Sanwoo Lee, Hsiu-Yuan Huang, Yunfang Wu

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Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations

Apr 03, 2024
Emilio Villa-Cueva, A. Pastor López-Monroy, Fernando Sánchez-Vega, Thamar Solorio

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