Text Classification

AI@UMS at SemEval-2026 Task 6: Handling Long Question-Answer Pairs with Sliding Window Models for Clarity and Evasion Analysis SemEval 2026 CodeDet-NITS at SemEval-2026 Task 13: AI Code Authorship Detection Beyond Truncation SemEval 2026 Codexa at SemEval-2026 Task 13: Loss Engineering and Diverse Ensemble Strategies for Multi-Class Code Authorship Attribution SemEval 2026 Dream at SemEval-2026 Task 13: SALSA for Single-Pass Machine-Generated Code Detection SemEval 2026 ICI Innolabs at SemEval-2026 Task 13: Sliding Windows Meet Code Transformers SemEval 2026 Joshualee2 at SemEval-2026 Task 9: Cross-Lingual Transformer-Based Polarization Detection SemEval 2026 LAFED at SemEval-2026 Task 13: Language-Agnostic Feature Engineering for Cross-Lingual AI-Generated Code Detection SemEval 2026 mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code SemEval 2026 MoMo at SemEval-2026 Task 9: Inference-Only Prompting vs. Fine-Tuning for Multilingual Polarization Detection SemEval 2026 Pixel Phantoms at SemEval-2026 Task 13: Exploring Classical and Neural Approaches for AI-Generated Code Detection SemEval 2026 SSN-CSE-CODECATALYSTS at SemEval-2026 Task 13: Integrating Transformer Semantics and AST-Derived Structural Features for AI-Generated Code Detection. SemEval 2026 StanceLab at SemEval-2026 Task 9: Addressing Class Imbalance in Multilingual Polarization Detection SemEval 2026 UCSC-NLP at SemEval-2026 Task 13: Multi-View Generalization and Diagnostic Analysis of Machine-Generated Code Detection SemEval 2026 A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025 silp_nlp at SemEval-2025 Task 5: Subject Recommendation With Sentence Transformer SemEval 2025 TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval SemEval 2025 YNU-HPCC at SemEval-2025 Task 5: Contrastive Learning for GND Subject Tagging with Multilingual Sentence-BERT SemEval 2025 Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? EMNLP 2023 BpHigh@TamilNLP-ACL2022: Effects of Data Augmentation on Indic-Transformer based classifier for Abusive Comments Detection in Tamil ACL 2022 COLD: A Benchmark for Chinese Offensive Language Detection EMNLP 2022 DE-ABUSE@TamilNLP-ACL 2022: Transliteration as Data Augmentation for Abuse Detection in Tamil ACL 2022 Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers ACL 2022 Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping EMNLP 2022 UMUTeam@TamilNLP-ACL2022: Abusive Detection in Tamil using Linguistic Features and Transformers ACL 2022 UMUTeam@TamilNLP-ACL2022: Emotional Analysis in Tamil ACL 2022