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Text Classification

6,754 papers

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Papers

VarDial in the Wild: Industrial Applications of LID Systems for Closely-Related Language Varieties EACL 2023
Two-stage Pipeline for Multilingual Dialect Detection EACL 2023
Primacy Effect of ChatGPT EMNLP 2023
Dual-Channel Span for Aspect Sentiment Triplet Extraction EMNLP 2023
Discourse Structures Guided Fine-grained Propaganda Identification EMNLP 2023
Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification EMNLP 2023
SeqXGPT: Sentence-Level AI-Generated Text Detection EMNLP 2023
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation EMNLP 2023
WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom EMNLP 2023
Memory-Based Invariance Learning for Out-of-Domain Text Classification EMNLP 2023
Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023
GROOViST: A Metric for Grounding Objects in Visual Storytelling EMNLP 2023
VIBE: Topic-Driven Temporal Adaptation for Twitter Classification EMNLP 2023
TCFLE-8: a Corpus of Learner Written Productions for French as a Foreign Language and its Application to Automated Essay Scoring EMNLP 2023
Confidence-based Ensembling of Perspective-aware Models EMNLP 2023
Structural Priming Demonstrates Abstract Grammatical Representations in Multilingual Language Models EMNLP 2023
COVID-19 Vaccine Misinformation in Middle Income Countries EMNLP 2023
Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection EMNLP 2023
Ideology Takes Multiple Looks: A High-Quality Dataset for Multifaceted Ideology Detection EMNLP 2023
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models EMNLP 2023
Knowledge Distillation ≈ Label Smoothing: Fact or Fallacy? EMNLP 2023
Toward a Critical Toponymy Framework for Named Entity Recognition: A Case Study of Airbnb in New York City EMNLP 2023
Introducing Rhetorical Parallelism Detection: A New Task with Datasets, Metrics, and Baselines EMNLP 2023
Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings EMNLP 2023
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation EMNLP 2023