Text Classification

HCMUS_PrisonDilemma at AbjadAuthorID Shared Task: Less is More with Base Models EACL 2026 HCMUS_PrompterXPrompter at AbjadMed: When Classification Meets Retrieval: Taming the Long Tail in Arabic Medical Text Classification EACL 2026 HCMUS_TheFangs at AbjadGenEval Shared Task: Weighted Layer Pooling with Attention Fusion for Arabic AI-Generated Text Detection EACL 2026 Hidetsune at SemEval-2026 Task 10: A Systematic Exploration of Training and Inference Strategies for Detecting Conspiracy Beliefs SemEval 2026 Hidetsune at SemEval-2026 Task 11: Adapting Pretrained Reasoning Models with Deep Supervision and Inference Refinement for Content-Independent Validity Classification SemEval 2026 Hierarchical Reason-of-Contact Detection in Retail Banking Customer Interactions via LLM-Driven Taxonomy Induction ACL 2026 Hierarchical Text Classification with LLM-Refined Taxonomies EACL 2026 HLPD: Aligning LLMs to Human Language Preference for Machine-Revised Text Detection AAAI 2026 How Should We Model the Probability of a Language? EACL 2026 HSGraphAgent: Knowledge-Graph-Guided Large Language Models for Harmonized System Code Classification ACL 2026 HSKBenchmark: Modeling and Benchmarking Chinese Second Language Acquisition in Large Language Models Through Curriculum Tuning AAAI 2026 HU at SemEval-2026 Task 10: Psycholinguistic Conspiracy Marker Extraction and Detection SemEval 2026 Hype or not? Formalizing Automatic Promotional Language Detection in Biomedical Research EACL 2026 HyperparameterOmens at SemEval-2026 Task 13: Various approaches to detecting machine- generated code SemEval 2026 Identifying Bias in Machine-generated Text Detection ACL 2026 Identifying Features Associated with Bias Against 93 Stigmatized Groups in Language Models and Guardrail Model Safety Mitigation AAAI 2026 Identifying Fine-grained Forms of Populism in Political Discourse: A Case Study on Donald Trump’s Presidential Campaigns EACL 2026 Identity Without Action: Rethinking Collective Action Models in Disinformation Research EACL 2026 ILab-NLP at SemEval-2026 Task 9: Comparing XLM-RoBERTa and LLaMA-2 for Multilingual Polarization Detection SemEval 2026 Importance of Prompt Optimisation for Error Detection in Medical Notes Using Language Models EACL 2026 Improving Hate Speech Detection by Fusing Textual and User Interaction Representations in Online Communities ACL 2026 Induce, Align, Predict: Zero-Shot Stance Detection via Cognitive Inductive Reasoning AAAI 2026 INFOTEC-NLP at SemEval-2026 Task 9: Comparing Regional Transformers and Bag-of-Words Approaches for Polarization Detection in Spanish SemEval 2026 Interpretability of LLM Classifiers via the Rational Inattention Theory with Application to Hate Speech Detection ACL 2026 Introducing Visual Scenes and Reasoning: A More Realistic Benchmark for Spoken Language Understanding AAAI 2026