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Text Classification

6754 directly classified papers

Papers per year

Papers

ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation IJCNLP 2025
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification CONLL 2025
A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data CONLL 2025
Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach CONLL 2025
KEC_AI_BRIGHTRED@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian languages NAACL 2025
DLU: Dictionary Look-Up Data and Prediction CONLL 2025
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels IJCNLP 2025
Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator COLING 2025
Refining Dimensions for Improving Clustering-based Cross-lingual Topic Models COLING 2025
TurQUaz at GenAI Detection Task 1:Dr. Perplexity or: How I Learned to Stop Worrying and Love the Finetuning COLING 2025
Evaluating Calibration of Arabic Pre-trained Language Models on Dialectal Text COLING 2025
CIOL at SemEval-2025 Task 11: Multilingual Pre-trained Model Fusion for Text-based Emotion Recognition SEMEVAL 2025
DUT_IR at SemEval-2025 Task 11: Enhancing Multi-Label Emotion Classification with an Ensemble of Pre-trained Language Models and Large Language Models SEMEVAL 2025
Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages COLING 2025
‘... like a needle in a haystack”: Annotation and Classification of Comparative Statements NAACL 2025
AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts IJCAI 2025
Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings COLING 2025
I only read it for the plot! Maturity Ratings Affect Fanfiction Style and Community Engagement NAACL 2025
The AI Co-Ethnographer: How Far Can Automation Take Qualitative Research? NAACL 2025
MultiProp Framework: Ensemble Models for Enhanced Cross-Lingual Propaganda Detection in Social Media and News using Data Augmentation, Text Segmentation, and Meta-Learning COLING 2025
Using Multimodal Models for Informative Classification of Ambiguous Tweets in Crisis Response NAACL 2025
Neural Document Segmentation Using Weighted Sliding Windows with Transformer Encoders COLING 2025
It’s about What and How you say it: A Corpus with Stance and Sentiment Annotation for COVID-19 Vaccines Posts on X/Twitter by Brazilian Political Elites NAACL 2025
An Ethical Dataset from Real-World Interactions Between Users and Large Language Models IJCAI 2025
Deloitte (Drocks) at SemEval-2025 Task 3: Fine-Grained Multi-lingual Hallucination Detection Using Internal LLM Weights ACL 2025