Text Classification

Developing Prefix-Tuning Models for Hierarchical Text Classification EMNLP 2022 “Devils Are in the Details”: Annotating Specificity of Clinical Advice from Medical Literature NAACL 2022 Dialect & Sentiment Identification in Nuanced Arabic Tweets Using an Ensemble of Prompt-based, Fine-tuned, and Multitask BERT-Based Models EMNLP 2022 Dictionary-Assisted Supervised Contrastive Learning EMNLP 2022 Differentially Private Instance Encoding against Privacy Attacks NAACL 2022 Directions for NLP Practices Applied to Online Hate Speech Detection EMNLP 2022 Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering EMNLP 2022 Distinguishing In-Groups and Onlookers by Language Use ACL 2022 Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish EMNLP 2022 Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents ACL 2022 DLRG@DravidianLangTech-ACL2022: Abusive Comment Detection in Tamil using Multilingual Transformer Models ACL 2022 DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022 Do Charge Prediction Models Learn Legal Theory? EMNLP 2022 Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss NAACL 2022 Do Deep Neural Nets Display Human-like Attention in Short Answer Scoring? NAACL 2022 Do Dependency Relations Help in the Task of Stance Detection? ACL 2022 Doing not Being: Concrete Language as a Bridge from Language Technology to Ethnically Inclusive Job Ads ACL 2022 Domain Adaptation for Arabic Crisis Response EMNLP 2022 Domain Adaptation for Question Answering via Question Classification COLING 2022 Domain-Adapted BERT-based Models for Nuanced Arabic Dialect Identification and Tweet Sentiment Analysis EMNLP 2022 Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data IJCAI 2022 Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models EMNLP 2022 Don’t sweat the small stuff, classify the rest: Sample Shielding to protect text classifiers against adversarial attacks NAACL 2022 DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification COLING 2022 DUCS at SemEval-2022 Task 6: Exploring Emojis and Sentiments for Sarcasm Detection SemEval 2022