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

LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024

SPICED: News Similarity Detection Dataset with Multiple Topics and Complexity Levels COLING 2024

Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach EACL 2024

Multi-domain Hate Speech Detection Using Dual Contrastive Learning and Paralinguistic Features COLING 2024

Prior Knowledge-Guided Adversarial Training ACL 2024

RIGA at SMM4H-2024 Task 1: Enhancing ADE discovery with GPT-4 ACL 2024

Adopting Ensemble Learning for Cross-lingual Classification of Crisis-related Text On Social Media ACL 2024

IDEM: The IDioms with EMotions Dataset for Emotion Recognition COLING 2024

Exploring intertextuality across the Homeric poems through language models ACL 2024

Understanding Fine-grained Distortions in Reports of Scientific Findings ACL 2024

Explainable Depression Detection Using Large Language Models on Social Media Data EACL 2024

IndicFinNLP: Financial Natural Language Processing for Indian Languages COLING 2024

Protecting Privacy in Classifiers by Token Manipulation ACL 2024

Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models ACL 2024

ToNER: Type-oriented Named Entity Recognition with Generative Language Model COLING 2024

Human vs. Machine Perceptions on Immigration Stereotypes COLING 2024

Automatic Annotation of Dream Report’s Emotional Content with Large Language Models EACL 2024

InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks COLING 2024

Structuring Clinical Notes of Italian ST-elevation Myocardial Infarction Patients COLING 2024

Deconstructing Classifiers: Towards A Data Reconstruction Attack Against Text Classification Models ACL 2024

Golden_Duck at #SMM4H 2024: A Transformer-based Approach to Social Media Text Classification ACL 2024

Article Classification with Graph Neural Networks and Multigraphs COLING 2024

Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification COLING 2024

dzStance at StanceEval2024: Arabic Stance Detection based on Sentence Transformers ACL 2024

Therapist Self-Disclosure as a Natural Language Processing Task EACL 2024