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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

A Two Stage Adaptation Framework for Frame Detection via Prompt Learning COLING 2022
Towards Open-Domain Topic Classification NAACL 2022
Contrastive Explanations of Text Classifiers as a Service NAACL 2022
Automating Human Evaluation of Dialogue Systems NAACL 2022
Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation NAACL 2022
“Again, Dozens of Refugees Drowned”: A Computational Study of Political Framing Evoked by Presuppositions NAACL 2022
Hate Speech and Counter Speech Detection: Conversational Context Does Matter NAACL 2022
Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection NAACL 2022
Consistency Training with Virtual Adversarial Discrete Perturbation NAACL 2022
An Ensemble Approach to Detect Emotions at an Essay Level ACL 2022
Re-Examining FactBank: Predicting the Author’s Presentation of Factuality COLING 2022
DepressionOne@LT-EDI-ACL2022: Using Machine Learning with SMOTE and Random UnderSampling to Detect Signs of Depression on Social Media Text. ACL 2022
How Do We Answer Complex Questions: Discourse Structure of Long-form Answers ACL 2022
Conceptualizing Treatment Leakage in Text-based Causal Inference NAACL 2022
Shedding New Light on the Language of the Dark Web NAACL 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback EMNLP 2022
Towards Intention Understanding in Suicidal Risk Assessment with Natural Language Processing EMNLP 2022
On the Impact of Temporal Concept Drift on Model Explanations EMNLP 2022
Identifying Implicitly Abusive Remarks about Identity Groups using a Linguistically Informed Approach NAACL 2022
Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification NAACL 2022
Extreme Zero-Shot Learning for Extreme Text Classification NAACL 2022
Enhancing Automatic Readability Assessment with Pre-training and Soft Labels for Ordinal Regression EMNLP 2022
Leveraging Training Dynamics and Self-Training for Text Classification EMNLP 2022
Dynamic Augmentation Data Selection for Few-shot Text Classification EMNLP 2022
Detecting Word-Level Adversarial Text Attacks via SHapley Additive exPlanations ACL 2022