text classification

6776 papers

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Also known as

XMC ATC BIOBERT STC TC ELMO

Co-occurring keywords

large language model (12755) sentiment analysis (2079) transformer model (1988) transfer learning (5442) natural language processing (2027) named entity recognition (2801) hate speech detection (716) social media analysis (699) data augmentation (3037) language model (4573)

Papers

CU at BEA 2025 Shared Task: A BERT-Based Cross-Attention Approach for Evaluating Pedagogical Responses in Dialogue ACL 2025

Archaeology at BEA 2025 Shared Task: Are Simple Baselines Good Enough? ACL 2025

Anastasia at SemEval-2025 Task 9: Subtask 1, Ensemble Learning with Data Augmentation and Focal Loss for Food Risk Classification. ACL 2025

PuerAI at SemEval-2025 Task 9: Research on Food Safety Data Classification Using ModernBERT ACL 2025

NITK-VITAL at SemEval-2025 Task 11: Focal-RoBERTa: Addressing Class Imbalance in Multi-Label Emotion Classification ACL 2025

OPI-DRO-HEL at SemEval-2025 Task 9: Integrating Transformer-Based Classification with LLM-Assisted Few-Shot Learning for Food Hazard Detection ACL 2025

Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss ACL 2025

nlptuducd at SemEval-2025 Task 10: Narrative Classification as a Retrieval Task through Story Embeddings ACL 2025

CSECU-DSG at SemEval-2025 Task 6: Exploiting Multilingual Feature Fusion-based Approach for Corporate Promise Verification ACL 2025

Howard University-AI4PC at SemEval-2025 Task 9: Using Open-weight BART-MNLI for Zero Shot Classification of Food Recall Documents ACL 2025

YNU-HPCC at SemEval-2025 Task 10: A Two-Stage Approach to Solving Multi-Label and Multi-Class Role Classification Based on DeBERTa ACL 2025

Using LLMs and Preference Optimization for Agreement-Aware HateWiC Classification ACL 2025

Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ACL 2025

Unveiling Dual Quality in Product Reviews: An NLP-Based Approach ACL 2025

“The Facts Speak for Themselves”: GPT and Fallacy Classification ACL 2025

From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025

NCLTeam at SemEval-2025 Task 10: Enhancing Multilingual, multi-class, and Multi-Label Document Classification via Contrastive Learning Augmented Cascaded UNet and Embedding based Approaches ACL 2025

BrightCookies at SemEval-2025 Task 9: Exploring Data Augmentation for Food Hazard Classification ACL 2025

Can GPTZero’s AI Vocabulary Distinguish Between LLM-Generated and Student-Written Essays? ACL 2025

What Makes You CLIC: Detection of Croatian Clickbait Headlines ACL 2025

Fossils at SemEval-2025 Task 9: Tasting Loss Functions for Food Hazard Detection in Text Reports ACL 2025

Hate Speech in Times of Crises: a Cross-Disciplinary Analysis of Online Xenophobia in Greece ACL 2025

From Citations to Criticality: Predicting Legal Decision Influence in the Multilingual Swiss Jurisprudence ACL 2025

Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025

teamiic@DravidianLangTech2025-NAACL 2025: Transformer-Based Multimodal Feature Fusion for Misogynistic Meme Detection in Low-Resource Dravidian Language NAACL 2025