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text classification

6793 papers

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TC

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large language model (13587) sentiment analysis (2084) transformer model (1996) transfer learning (5449) natural language processing (2034) named entity recognition (2813) hate speech detection (723) social media analysis (699) data augmentation (3052) language model (4599)

Papers

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
“That Is a Suspicious Reaction!”: Interpreting Logits Variation to Detect NLP Adversarial Attacks ACL 2022
EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification NAACL 2022
Learning to Generate Examples for Semantic Processing Tasks NAACL 2022
EnDex: Evaluation of Dialogue Engagingness at Scale EMNLP 2022
BpHigh@TamilNLP-ACL2022: Effects of Data Augmentation on Indic-Transformer based classifier for Abusive Comments Detection in Tamil ACL 2022
Residue-Based Natural Language Adversarial Attack Detection NAACL 2022
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis NAACL 2022
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification EMNLP 2022