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Text Classification

6754 directly classified papers

Papers per year

Papers

AutoIntent: AutoML for Text Classification EMNLP 2025
Co-DETECT: Collaborative Discovery of Edge Cases in Text Classification EMNLP 2025
AutoCVSS: Assessing the Performance of LLMs for Automated Software Vulnerability Scoring EMNLP 2025
Transparent Reference-free Automated Evaluation of Open-Ended User Survey Responses EMNLP 2025
Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs EMNLP 2025
SRS-Stories: Vocabulary-constrained multilingual story generation for language learning EMNLP 2025
I only read it for the plot! Maturity Ratings Affect Fanfiction Style and Community Engagement NAACL 2025
BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025
I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content EMNLP 2025
Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025
Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025
Depression Detection on Social Media with Large Language Models EMNLP 2025
Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses EMNLP 2025
Dr. Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian EMNLP 2025
Detecting Manipulation in Ukrainian Telegram: A Transformer-Based Approach to Technique Classification and Span Identification ACL 2025
A Novel Dataset for Classifying German Hate Speech Comments with Criminal Relevance ACL 2025
Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 Russian Invasion of Ukraine ACL 2025
Analyzing Gambling Addictions: A Spanish Corpus for Understanding Pathological Behavior EMNLP 2025
A Comprehensive Taxonomy of Bias Mitigation Methods for Hate Speech Detection ACL 2025
Model-Dependent Moderation: Inconsistencies in Hate Speech Detection Across LLM-based Systems ACL 2025
Proper Noun Diacritization for Arabic Wikipedia: A Benchmark Dataset ACL 2025
Revealing Hidden Mechanisms of Cross-Country Content Moderation with Natural Language Processing ACL 2025
LLMs can be easily Confused by Instructional Distractions ACL 2025
Lotus at SemEval-2025 Task 11: RoBERTa with Llama-3 Generated Explanations for Multi-Label Emotion Classification SEMEVAL 2025
Zuifeng at SemEval-2025 Task 9: Multitask Learning with Fine-Tuned RoBERTa for Food Hazard Detection SEMEVAL 2025