Text Classification

Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification EMNLP 2023 Text Augmentation Using Dataset Reconstruction for Low-Resource Classification ACL 2023 Text Classification via Large Language Models EMNLP 2023 Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity EMNLP 2023 Text Injection for Capitalization and Turn-Taking Prediction in Speech Models Interspeech 2023 TextShield: Beyond Successfully Detecting Adversarial Sentences in text classification ICLR 2023 The Benefits of Label-Description Training for Zero-Shot Text Classification EMNLP 2023 The D-WISE Tool Suite: Multi-Modal Machine-Learning-Powered Tools Supporting and Enhancing Digital Discourse Analysis ACL 2023 The Ecological Fallacy in Annotation: Modeling Human Label Variation goes beyond Sociodemographics ACL 2023 The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications NeurIPS 2023 The Naughtyformer: A Transformer Understands and Moderates Adult Humor (Student Abstract) AAAI 2023 The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts ACL 2023 Theory of Mind in Freely-Told Children’s Narratives: A Classification Approach ACL 2023 The Risk and Opportunity of Data Augmentation and Translation for ESG News Impact Identification with Language Models AACL 2023 The State of Profanity Obfuscation in Natural Language Processing Scientific Publications ACL 2023 The Truth, The Whole Truth, and Nothing but the Truth: A New Benchmark Dataset for Hebrew Text Credibility Assessment EMNLP 2023 The UNLP 2023 Shared Task on Grammatical Error Correction for Ukrainian EACL 2023 Thorny Roses: Investigating the Dual Use Dilemma in Natural Language Processing EMNLP 2023 Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation EMNLP 2023 T.M. Scanlon at SemEval-2023 Task 4: Leveraging Pretrained Language Models for Human Value Argument Mining with Contrastive Learning SemEval 2023 Token Prediction as Implicit Classification to Identify LLM-Generated Text EMNLP 2023 TongueSwitcher: Fine-Grained Identification of German-English Code-Switching EMNLP 2023 Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection ACL 2023 To Revise or Not to Revise: Learning to Detect Improvable Claims for Argumentative Writing Support ACL 2023 Toward a Critical Toponymy Framework for Named Entity Recognition: A Case Study of Airbnb in New York City EMNLP 2023