Text Classification

Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025 Linguistic Blind Spots of Large Language Models NAACL 2025 Linguistic Features Extracted by GPT-4 Improve Alzheimer’s Disease Detection based on Spontaneous Speech COLING 2025 Linguistic Features in German BERT: The Role of Morphology, Syntax, and Semantics in Multi-Class Text Classification NAACL 2025 LionGuard: A Contextualized Moderation Classifier to Tackle Localized Unsafe Content COLING 2025 Lived Experience Not Found: LLMs Struggle to Align with Experts on Addressing Adverse Drug Reactions from Psychiatric Medication Use NAACL 2025 LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content NAACL 2025 LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring EMNLP 2025 LLM-as-a-Judge Failures at Automating the Identification of Poor Quality Outputs in Free-Form Texts EMNLP 2025 LLM-based Adversarial Dataset Augmentation for Automatic Media Bias Detection NAACL 2025 LLM-based post-editing as reference-free GEC evaluation ACL 2025 LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025 LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection EMNLP 2025 LLM-Guided Co-Training for Text Classification EMNLP 2025 LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025 LLMsAgainstHate@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification in Devanagari Languages via Parameter Efficient Fine-Tuning of LLMs COLING 2025 LLMs can be easily Confused by Instructional Distractions ACL 2025 LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis IJCNLP 2025 LLM Sensitivity Challenges in Abusive Language Detection: Instruction-Tuned vs. Human Feedback COLING 2025 LLM Sensitivity Evaluation Framework for Clinical Diagnosis COLING 2025 LLMs for Detection and Classification of Persuasion Techniques in Slavic Parliamentary Debates and Social Media Texts ACL 2025 LLMs in the Classroom: Outcomes and Perceptions of Questions Written with the Aid of AI AAAI 2025 LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs? NAACL 2025 LLMTaxo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media ACL 2025 Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models NAACL 2025