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Text Classification

6754 directly classified papers

Papers per year

Papers

Vulnerability of LLMs to Vertically Aligned Text Manipulations ACL 2025
nits_teja_srikar at GenAI Detection Task 2: Distinguishing Human and AI-Generated Essays Using Machine Learning and Transformer Models COLING 2025
When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation ACL 2025
Classifying Unreliable Narrators with Large Language Models ACL 2025
CIC-NLP at GenAI Detection Task 1: Leveraging DistilBERT for Detecting Machine-Generated Text in English COLING 2025
IntegrityAI at GenAI Detection Task 2: Detecting Machine-Generated Academic Essays in English and Arabic Using ELECTRA and Stylometry COLING 2025
Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025
Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method ACL 2025
Sheep’s Skin, Wolf’s Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech? ACL 2025
Which Demographics do LLMs Default to During Annotation? ACL 2025
MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark ACL 2025
Exclusion of Thought: Mitigating Cognitive Load in Large Language Models for Enhanced Reasoning in Multiple-Choice Tasks ACL 2025
CIC-NLP at GenAI Detection Task 1: Advancing Multilingual Machine-Generated Text Detection COLING 2025
CMI-AIGCX at GenAI Detection Task 2: Leveraging Multilingual Proxy LLMs for Machine-Generated Text Detection in Academic Essays COLING 2025
White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLMs ACL 2025
Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models ACL 2025
AI-Monitors at GenAI Detection Task 1: Fast and Scalable Machine Generated Text Detection COLING 2025
Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025
HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring ACL 2025
Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking COLING 2025
TripleFact: Defending Data Contamination in the Evaluation of LLM-driven Fake News Detection ACL 2025
Explicit and Implicit Data Augmentation for Social Event Detection ACL 2025
Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025
Hidden in Plain Sight: Evaluation of the Deception Detection Capabilities of LLMs in Multimodal Settings ACL 2025