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Text Classification

34 directly classified papers

Papers per year

Papers

Segmentation of Argumentative Texts by Key Statements for Argument Mining from the Web ACL 2025
Thapar Titan/s : Fine-Tuning Pretrained Language Models with Contextual Augmentation for Mistake Identification in Tutor–Student Dialogues ACL 2025
BD at BEA 2025 Shared Task: MPNet Ensembles for Pedagogical Mistake Identification and Localization in AI Tutor Responses ACL 2025
Logits Reranking via Semantic Labels for Hard Samples in Text Classification EMNLP 2024
Multi-modal Stance Detection: New Datasets and Model ACL 2024
Are LLMs Good Zero-Shot Fallacy Classifiers? EMNLP 2024
KorSmishing Explainer: A Korean-centric LLM-based Framework for Smishing Detection and Explanation Generation EMNLP 2024
Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric EMNLP 2024
Foveate, Attribute, and Rationalize: Towards Physically Safe and Trustworthy AI ACL 2023
Beyond Black Box AI generated Plagiarism Detection: From Sentence to Document Level ACL 2023
Can Social Media Inform Dietary Approaches for Health Management? A Dataset and Benchmark for Low-Carb Diet ACL 2023
Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation ACL 2023
Prompt-based Zero-shot Text Classification with Conceptual Knowledge ACL 2023
Simplified Graph Learning for Inductive Short Text Classification EMNLP 2022
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection ACL 2022
PANDAS@Abusive Comment Detection in Tamil Code-Mixed Data Using Custom Embeddings with LaBSE ACL 2022
Conspiracy Narratives in the Protest Movement Against COVID-19 Restrictions in Germany. A Long-term Content Analysis of Telegram Chat Groups. EMNLP 2022
TweetFinSent: A Dataset of Stock Sentiments on Twitter EMNLP 2022
We Don't Speak the Same Language: Interpreting Polarization through Machine Translation AAAI 2021
Detecting Depression in Thai Blog Posts: a Dataset and a Baseline EMNLP 2021
Argument Mining on Twitter: A Case Study on the Planned Parenthood Debate EMNLP 2021
Exploration of Gender Differences in COVID-19 Discourse on Reddit ACL 2020
Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection EMNLP 2020
Jennifer for COVID-19: An NLP-Powered Chatbot Built for the People and by the People to Combat Misinformation ACL 2020
Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews EMNLP 2019