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

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

MultiProp Framework: Ensemble Models for Enhanced Cross-Lingual Propaganda Detection in Social Media and News using Data Augmentation, Text Segmentation, and Meta-Learning COLING 2025

LazyReview: A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews ACL 2025

Direct Prompt Optimization with Continuous Representations ACL 2025

A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM COLING 2025

ProtoLens: Advancing Prototype Learning for Fine-Grained Interpretability in Text Classification ACL 2025

PRDetect: Perturbation-Robust LLM-generated Text Detection Based on Syntax Tree NAACL 2025

Commonsense Reasoning in Arab Culture ACL 2025

RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Linguistic Classifiers COLING 2025

An Annotated Dataset of Errors in Premodern Greek and Baselines for Detecting Them NAACL 2025

Who’s the Author? How Explanations Impact User Reliance in AI-Assisted Authorship Attribution EMNLP 2025

STAND-Guard: A Small Task-Adaptive Content Moderation Model COLING 2025

Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals’ Subjective Text Perceptions ACL 2025

Analysis of LLM as a grammatical feature tagger for African American English NAACL 2025

Assignment of account type to proto-cuneiform economic texts with Multi-Class Support Vector Machines NAACL 2025

Can I Introduce My Boyfriend to My Grandmother? Evaluating Large Language Models Capabilities on Iranian Social Norm Classification NAACL 2025

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

Modeling the Differential Prevalence of Online Supportive Interactions in Private Instant Messages of Adolescents NAACL 2025

CYUT at SemEval-2025 Task 6: Prompting with Precision – ESG Analysis via Structured Prompts ACL 2025

OZemi at SemEval-2025 Task 11: Multilingual Emotion Detection and Intensity ACL 2025

Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence NAACL 2025

ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification NAACL 2025

Sheep’s Skin, Wolf’s Deeds: Are LLMs Ready for Metaphorical Implicit Hate Speech? ACL 2025

Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025

Assessing Critical Thinking Components in Romanian Secondary School Textbooks: A Data Mining Approach to the ROTEX Corpus ACL 2025