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text classification

6793 papers

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TC

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large language model (13587) sentiment analysis (2084) transformer model (1996) transfer learning (5449) natural language processing (2034) named entity recognition (2813) hate speech detection (723) social media analysis (699) data augmentation (3052) language model (4599)

Papers

Deloitte (Drocks) at the Financial Misinformation Detection Challenge Task: Enhancing Misinformation Detection through Instruction-Tuned Models COLING 2025
SADSLyC: A Corpus for Saudi Arabian Multi-dialect Identification through Song Lyrics COLING 2025
Large Language Models with Reinforcement Learning from Human Feedback Approach for Enhancing Explainable Sexism Detection COLING 2025
GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery EMNLP 2025
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification ACL 2025
Common Ground, Diverse Roots: The Difficulty of Classifying Common Examples in Spanish Varieties COLING 2025
The First Multilingual Model For The Detection of Suicide Texts COLING 2025
What Makes You CLIC: Detection of Croatian Clickbait Headlines ACL 2025
Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025
HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection IJCNLP 2025
A Simple but Effective Context Retrieval for Sequential Sentence Classification in Long Legal Documents ACL 2025
Minimizing Queries, Maximizing Impact: Adaptive Score-Based Attack and Defense for Sentiment Analysis IJCNLP 2025
Fossils at SemEval-2025 Task 9: Tasting Loss Functions for Food Hazard Detection in Text Reports ACL 2025
Hassles and Uplifts Detection on Social Media Narratives IJCNLP 2025
Overview of MM-ArgFallacy2025 on Multimodal Argumentative Fallacy Detection and Classification in Political Debates ACL 2025
Automated Authentication of Quranic Verses Using BERT (Bidirectional Encoder Representations from Transformers) based Language Models COLING 2025
Multilingual Propaganda Detection: Exploring Transformer-Based Models mBERT, XLM-RoBERTa, and mT5 COLING 2025
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection IJCNLP 2025
Systematic Evaluation of Machine Learning and Transformer-Based Methods for Scientific Telescope Literature Classification IJCNLP 2025
DharmaBench: Evaluating Language Models on Buddhist Texts in Sanskrit and Tibetan IJCNLP 2025
From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence ACL 2025
Are Humans as Brittle as Large Language Models? IJCNLP 2025
Courtroom-LLM: A Legal-Inspired Multi-LLM Framework for Resolving Ambiguous Text Classifications COLING 2025
The Nakba Lexicon: Building a Comprehensive Dataset from Palestinian Literature COLING 2025
SemEval-2025 Task 6: Multinational, Multilingual, Multi-Industry Promise Verification ACL 2025