Text Classification

Beyond Detection: A Defend-and-Summarize Strategy for Robust and Interpretable Rumor Analysis on Social Media EMNLP 2023 Billie-Newman at SemEval-2023 Task 5: Clickbait Classification and Question Answering with Pre-Trained Language Models, Named Entity Recognition and Rule-Based Approaches SemEval 2023 BiRDy: Bullying Role Detection in Multi-Party Chats AAAI 2023 Boosting Few-Shot Text Classification via Distribution Estimation AAAI 2023 Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification EMNLP 2023 Boosting Text Augmentation via Hybrid Instance Filtering Framework ACL 2023 BpHigh at SemEval-2023 Task 7: Can Fine-tuned Cross-encoders Outperform GPT-3.5 in NLI Tasks on Clinical Trial Data? SemEval 2023 BpHigh at WASSA 2023: Using Contrastive Learning to build Sentence Transformer models for Multi-Class Emotion Classification in Code-mixed Urdu ACL 2023 Bridging Argument Quality and Deliberative Quality Annotations with Adapters EACL 2023 BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions EMNLP 2023 C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health EMNLP 2023 CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification SemEval 2023 CamelParser2.0: A State-of-the-Art Dependency Parser for Arabic EMNLP 2023 Can ChatGPT Assess Human Personalities? A General Evaluation Framework EMNLP 2023 Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers EACL 2023 Can Large Language Models Fix Data Annotation Errors? An Empirical Study Using Debatepedia for Query-Focused Text Summarization EMNLP 2023 Care4Lang at MEDIQA-Chat 2023: Fine-tuning Language Models for Classifying and Summarizing Clinical Dialogues ACL 2023 CARE: Collaborative AI-Assisted Reading Environment ACL 2023 Case-Based Reasoning with Language Models for Classification of Logical Fallacies IJCAI 2023 CASN:Class-Aware Score Network for Textual Adversarial Detection ACL 2023 CATALPA_EduNLP at PragTag-2023 EMNLP 2023 CDD: A Large Scale Dataset for Legal Intelligence Research EMNLP 2023 CEFR-based Contextual Lexical Complexity Classifier in English and French ACL 2023 CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels ACL 2023 CEMA – Cost-Efficient Machine-Assisted Document Annotations AAAI 2023