Text Classification

TeleAI at SemEval-2026 Task 4: Few-Shot Narrative Similarity Modeling for Classification and Ranking SemEval 2026 TeleAI at SemEval-2026 Task 6: A Confidence-Aware Multi-Stage Reasoning Framework with Chain-of-Thought SemEval 2026 Text Classification Under Class Distribution Shift: A Survey EACL 2026 The Argonauts at SemEval 2026 Task 6: Large Language Models for Response Clarity Classification: Prompting, Fine-Tuning, and Data-Centric Approaches SemEval 2026 The Argonauts at SemEval-2026 Task 9: Multilingual Polarization Detection and Classification Using LLM Prompting and Transformer Fine-Tuning SemEval 2026 The Counterfactuals at SemEval-2026 Task 9: Can Counterfactually-Inspired Preprocessing help Detect Polarization? SemEval 2026 The Pluralistic Moral Gap: Understanding Moral Judgment and Value Differences between Humans and Large Language Models EACL 2026 The Relevance of Value Systems for Offensive Language Detection EACL 2026 Thesis Proposal: Measuring Prejudice at Scale EACL 2026 The SlangTrack Dataset: Supporting the Detection of Words Used in Slang Senses EACL 2026 ThinkVision at SemEval-2026 Task 6: A Transformer-Based Ensemble System for Clarity Detection SemEval 2026 To make someone do something: mining alert-style directives in Bulgarian social media for low-resource language modelling EACL 2026 Towards Fair and Efficient De-identification: Quantifying the Efficiency and Generalizability of De-identification Approaches EACL 2026 ToxiGAN: Toxic Data Augmentation via LLM-Guided Directional Adversarial Generation EACL 2026 Training-Free Text Emotion Tagging via LLM-Based Best-Worst Scaling EACL 2026 transformer_1376 at SemEval-2026 Task 9: A Multi-Stage Pipeline with Calibrated Ensembles and Lexical Post-Processing for Online Polarization Detection in Bengali SemEval 2026 Truth Gradient at SemEval-2026 Task 10:Conspiracy Belief Detection via Narrative Density and Mean Pooling SemEval 2026 ttda704 at SemEval-2026 Task 6: Structured Chain-of-Thought Prompting for Political Evasion Detection SemEval 2026 TTLab at SemEval-2026 Task 10: Transformer-based Approaches for Psycholinguistic Conspiracy Detection in Social Media Discourse SemEval 2026 UCSC NLP at SemEval-2026 Task 10: Boundary-Aware Span Extraction and RoBERTa Classification for Conspiracy Detection SemEval 2026 UFG-Semantic at SemEval-2026 Task 6: CLARITY - Unmasking Political Question Evasions SemEval 2026 UIT-Polar at SemEval-2026 Task 9 Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 UMPIRE: Unveiling LLM-generated Posts via Redundant Expressions ACL 2026 UMUTeam at SemEval-2026 Task 6: Soft-Voting Transformer Ensembles for Detecting and Classifying Response Ambiguity in Political Discourse SemEval 2026 Uncovering Temporal Framing in the News ACL 2026