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Text Classification

6754 directly classified papers

Papers per year

Papers

Translate, Then Detect: Leveraging Machine Translation for Cross-Lingual Toxicity Classification EMNLP 2025
Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection AAAI 2025
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection AAAI 2025
ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction AAAI 2025
Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification AAAI 2025
Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems IJCAI 2025
BitAbuse: A Dataset of Visually Perturbed Texts for Defending Phishing Attacks NAACL 2025
Few-Shot Prompting, Full-Scale Confusion: Evaluating Large Language Models for Humor Detection in Croatian Tweets ACL 2025
Thapar Titan/s : Fine-Tuning Pretrained Language Models with Contextual Augmentation for Mistake Identification in Tutor–Student Dialogues ACL 2025
KyuHyunChoi at SemEval-2025 Task 10: Narrative Extraction Using a Summarization-Specific Pretrained Model SEMEVAL 2025
Does Machine Translation Impact Offensive Language Identification? The Case of Indo-Aryan Languages COLING 2025
GOLDX at SemEval-2025 Task 11: RoBERTa for Text-Based Emotion Detection SEMEVAL 2025
AGHNA at SemEval-2025 Task 11: Predicting Emotion and Its Intensity within a Text with EmoBERTa SEMEVAL 2025
CUET-NLP_MP@DravidianLangTech 2025: A Transformer and LLM-Based Ensemble Approach for Fake News Detection in Dravidian NAACL 2025
Cognitext@DravidianLangTech2025: Fake News Classification in Malayalam Using mBERT and LSTM NAACL 2025
Unified Automated Essay Scoring and Grammatical Error Correction NAACL 2025
amc: The Automated Mission Classifier for Telescope Bibliographies IJCNLP 2025
Ibom NLP: A Step Toward Inclusive Natural Language Processing for Nigeria’s Minority Languages AACL 2025
DLRG@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025
Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts AACL 2025
Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction AACL 2025
BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models SEMEVAL 2025
Enhancing Text-to-SQL with Question Classification and Multi-Agent Collaboration NAACL 2025
SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025
LLMs can be easily Confused by Instructional Distractions ACL 2025