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text classification

6793 papers

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TC

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large language model (13587) sentiment analysis (2084) transformer model (1996) transfer learning (5449) natural language processing (2034) named entity recognition (2813) hate speech detection (723) social media analysis (699) data augmentation (3052) language model (4599)

Papers

SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog ACL 2025
SemEval 2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News ACL 2025
A Novel Dataset for Classifying German Hate Speech Comments with Criminal Relevance ACL 2025
Are You Trying to Convince Me or Are You Trying to Deceive Me? Using Argumentation Types to Identify Deceptive News ACL 2025
VerbaNexAI at SemEval-2025 Task 9: Advances and Challenges in the Automatic Detection of Food Hazards ACL 2025
MRS at SemEval-2025 Task 11: A Hybrid Approach for Bridging the Gap in Text-Based Emotion Detection ACL 2025
STFXNLP at SemEval-2025 Task 11 Track A: Neural Network, Schema, and Next Word Prediction-based Approaches to Perceived Emotion Detection ACL 2025
Analyzing the Evolution of Scientific Misconduct Based on the Language of Retracted Papers ACL 2025
Domain_adaptation at SemEval-2025 Task 11: Adversarial Domain Adaptation for Text-based Emotion Recognition ACL 2025
HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring ACL 2025
PUBLICSPEAK: Hearing the Public with a Probabilistic Framework AAAI 2025
Stance Detection on Nigerian 2023 Election Tweets Using BERT: A Low-Resource Transformer-Based Approach EMNLP 2025
“What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025
amc: The Automated Mission Classifier for Telescope Bibliographies IJCNLP 2025
A Simple yet Efficient Prompt Compression Method for Text Classification Data Annotation Using LLM COLING 2025
The Good, the Bad and the Constructive: Automatically Measuring Peer Review’s Utility for Authors EMNLP 2025
BAREC Demo: Resources and Tools for Sentence-level Arabic Readability Assessment EMNLP 2025
GENDER1PERSON: Test Suite for Estimating Gender Bias of First-person Singular Forms EMNLP 2025
Trans-Sent at SemEval-2025 Task 11: Text-based Multi-label Emotion Detection using Pre-Trained BERT Transformer Models SEMEVAL 2025
Systematic Evaluation of Machine Learning and Transformer-Based Methods for Scientific Telescope Literature Classification IJCNLP 2025
Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025
Fair Text Classification via Transferable Representations JMLR 2025
SRCB at SemEval-2025 Task 9: LLM Finetuning Approach based on External Attention Mechanism in The Food Hazard Detection SEMEVAL 2025
IndicClaimBuster: A Multilingual Claim Verification Dataset IJCNLP 2025
Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media ACL 2025