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Text Classification

6,754 papers

Papers per year

Papers

LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024
Ice and Fire: Dataset on Sentiment, Emotions, Toxicity, Sarcasm, Hate speech, Sympathy and More in Icelandic Blog Comments COLING 2024
FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts COLING 2024
DoDo Learning: Domain-Demographic Transfer in Language Models for Detecting Abuse Targeted at Public Figures COLING 2024
Instant Messaging Platforms News Multi-Task Classification for Stance, Sentiment, and Discrimination Detection COLING 2024
Revisiting Hierarchical Text Classification: Inference and Metrics CONLL 2024
Continuous Attentive Multimodal Prompt Tuning for Few-Shot Multimodal Sarcasm Detection CONLL 2024
CrowdCounter: A benchmark type-specific multi-target counterspeech dataset CONLL 2024
SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects EACL 2024
Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification EACL 2024
FAIR: Filtering of Automatically Induced Rules EACL 2024
Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM EACL 2024
Quantifying Stereotypes in Language EACL 2024
HiGen: Hierarchy-Aware Sequence Generation for Hierarchical Text Classification EACL 2024
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection EACL 2024
AnaDE1.0: A Novel Data Set for Benchmarking Analogy Detection and Extraction EACL 2024
Putting Context in Context: the Impact of Discussion Structure on Text Classification EACL 2024
Polarized Opinion Detection Improves the Detection of Toxic Language EACL 2024
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text EACL 2024
A Multimodal Framework to Detect Target Aware Aggression in Memes EACL 2024
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification EACL 2024
French GossipPrompts: Dataset For Prevention of Generating French Gossip Stories By LLMs EACL 2024
Characterizing the Confidence of Large Language Model-Based Automatic Evaluation Metrics EACL 2024
Smaller Language Models are Better Zero-shot Machine-Generated Text Detectors EACL 2024
Extreme Fine-tuning: A Novel and Fast Fine-tuning Approach for Text Classification EACL 2024