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Text Classification

6,754 papers

Papers per year

Papers

Recurrent Alignment with Hard Attention for Hierarchical Text Rating EMNLP 2024
Comparing a BERT Classifier and a GPT classifier for Detecting Connective Language Across Multiple Social Media EMNLP 2024
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation EMNLP 2024
DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers EMNLP 2024
MIPD: Exploring Manipulation and Intention In a Novel Corpus of Polish Disinformation EMNLP 2024
The Empirical Variability of Narrative Perceptions of Social Media Texts EMNLP 2024
Revealing Personality Traits: A New Benchmark Dataset for Explainable Personality Recognition on Dialogues EMNLP 2024
Detecting Online Community Practices with Large Language Models: A Case Study of Pro-Ukrainian Publics on Twitter EMNLP 2024
Multilingual Topic Classification in X: Dataset and Analysis EMNLP 2024
“They are uncultured”: Unveiling Covert Harms and Social Threats in LLM Generated Conversations EMNLP 2024
Flee the Flaw: Annotating the Underlying Logic of Fallacious Arguments Through Templates and Slot-filling EMNLP 2024
PREDICT: Multi-Agent-based Debate Simulation for Generalized Hate Speech Detection EMNLP 2024
Language is Scary when Over-Analyzed: Unpacking Implied Misogynistic Reasoning with Argumentation Theory-Driven Prompts EMNLP 2024
Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers EMNLP 2024
Connecting the Dots: Evaluating Abstract Reasoning Capabilities of LLMs Using the New York Times Connections Word Game EMNLP 2024
GottBERT: a pure German Language Model EMNLP 2024
Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs EMNLP 2024
Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree EMNLP 2024
Adversarial Text Generation using Large Language Models for Dementia Detection EMNLP 2024
Style-Shifting Behaviour of the Manosphere on Reddit EMNLP 2024
On the Fragility of Active Learners for Text Classification EMNLP 2024
SimLLM: Detecting Sentences Generated by Large Language Models Using Similarity between the Generation and its Re-generation EMNLP 2024
‘Quis custodiet ipsos custodes?’ Who will watch the watchmen? On Detecting AI-generated peer-reviews EMNLP 2024
ALVIN: Active Learning Via INterpolation EMNLP 2024
Monitoring Hate Speech in Indonesia: An NLP-based Classification of Social Media Texts EMNLP 2024