Text Classification

Curriculum Learning and Pseudo-Labeling Improve the Generalization of Multi-Label Arabic Dialect Identification Models EACL 2026 CYUT at SemEval-2026 Task 9: Monolingual vs. Multilingual LoRA Tuning for Multicultural and Multievent Polarization Detection SemEval 2026 dangphuduy at SemEval-2026 Task 10: Span-based Conspiracy Marker Extraction and Emotion-Aware Detection via Gated Fusion SemEval 2026 Dark & Stormy: Modeling Humor in Sentences from the Bulwer-Lytton Fiction Contest ACL 2026 Data Augmentation Based on Selective Masking of Language Models for One Health Context EACL 2026 DataBees at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 Debiasing Logical Fallacy Detection for Real-World Robustness via Counterfactually Augmented Data ACL 2026 DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness EACL 2026 DeepSemantics at SemEval-2026 Task 9: Label-Wise Optimization with Adaptive Focal Loss for Polarization Manifestation Identification SemEval 2026 Delayed Wh-Question Development in Children with Hearing Loss: Evidence for Morphosyntactic Vulnerability from Corpus-Based NLP and LLM Analyses EACL 2026 DeltaSHAP: a Shapley Value Framework for Interpreting Political Ambiguity SemEval 2026 DementiaBank-Emotion: A Multi-Rater Emotion Annotation Corpus for Alzheimer’s Disease Speech (Version 1.0) EACL 2026 Detecting reported speech as a token classification task: an application to Classical Latin? EACL 2026 Detecting Winning Arguments with Large Language Models and Persuasion Strategies EACL 2026 Different Time, Different Language: Revisiting the Bias Against Non-Native Speakers in GPT Detectors EACL 2026 DigiS-FBK at SemEval-2026 Task 9: Multi-task Learning for Multilingual and Cross-cultural Polarization Classification SemEval 2026 DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection ACL 2026 Does Locality Cost in Polish Medical Text Classification? Duplicate-Aware Evaluation of Federated Learning ACL 2026 Does Question Really Matter? The Attribution of Answer Bias in LLM Evaluation AAAI 2026 Duluth at SemEval-2026 Task 6: DeBERTa with LLM-Augmented Data for Unmasking Political Question Evasions SemEval 2026 DUTH at SemEval-2026 Task 9: Joint Multilingual Fine-Tuning for Online Polarization Detection SemEval 2026 Emoji Reactions on Telegram: Unreliable Indicators of Emotional Resonance EACL 2026 Emotion-aware text simplification of user generated content using LLMs EACL 2026 Enhancing Job Evaluation with Data Augmentation and Text Classification ACL 2026 Enhancing Urdu Sentiment Classification through Instruction-Tuned LLMs and Cross-Lingual Transfer EACL 2026