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Text Classification

6754 directly classified papers

Papers per year

Papers

IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian AACL 2025
Large Language Models Exhibit Limited Reasoning Ability on Coding Problems AACL 2025
From Facts to Folklore: Evaluating Large Language Models on Bengali Cultural Knowledge AACL 2025
KazBench-KK: A Cultural-Knowledge Benchmark for Kazakh ACL 2025
SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection ACL 2025
Prompt and circumstance: A word-by-word LLM prompting approach to interlinear glossing for low-resource languages NAACL 2025
CYUT at SemEval-2025 Task 6: Prompting with Precision – ESG Analysis via Structured Prompts SEMEVAL 2025
CICL at SemEval-2025 Task 9: A Pilot Study on Different Machine Learning Models for Food Hazard Detection Challenge SEMEVAL 2025
OPI-DRO-HEL at at SemEval-2025 Task 11: Few-shot prompting for Text-based Emotion Recognition SEMEVAL 2025
Courtroom-LLM: A Legal-Inspired Multi-LLM Framework for Resolving Ambiguous Text Classifications COLING 2025
UIMP-Aaman at SemEval-2025 Task11: Detecting Intensity and Emotion in Social Media and News SEMEVAL 2025
JellyK at SemEval-2025 Task 11: Russian Multi-label Emotion Detection with Pre-trained BERT-based Language Models SEMEVAL 2025
Exploring LLM-Based Assessment of Italian Middle School Writing: A Pilot Study ACL 2025
Team INSAntive at SemEval-2025 Task 10: Hierarchical Text Classification using BERT ACL 2025
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge EMNLP 2025
LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task EMNLP 2025
How Do Large Language Models Evaluate Lexical Complexity? EMNLP 2025
Template-Based Text-to-Image Alignment for Language Accessibility A Study on Visualizing Text Simplifications EMNLP 2025
Large Language Models as Detectors or Instigators of Hate Speech in Low-resource Ethiopian Languages EMNLP 2025
Specification-Aware Machine Translation and Evaluation for Purpose Alignment EMNLP 2025
Evaluating NL2SQL via SQL2NL EMNLP 2025
Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs? EMNLP 2025
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs SEMEVAL 2025
RUC Team at SemEval-2025 Task 5: Fast Automated Subject Indexing: A Method Based on Similar Records Matching and Related Subject Ranking SEMEVAL 2025
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System EMNLP 2025