Text Classification

CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models UAI 2023 DCU at SemEval-2023 Task 10: A Comparative Analysis of Encoder-only and Decoder-only Language Models with Insights into Interpretability SemEval 2023 Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification EMNLP 2023 Debias NLU Datasets via Training-free Perturbations EMNLP 2023 DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank EMNLP 2023 DeepBlueAI at PragTag-2023:Ensemble-based Text Classification Approaches under Limited Data Resources EMNLP 2023 Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness AAAI 2023 Definitions Matter: Guiding GPT for Multi-label Classification EMNLP 2023 Dense Retrieval as Indirect Supervision for Large-space Decision Making EMNLP 2023 Density-Aware Prototypical Network for Few-Shot Relation Classification EMNLP 2023 DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature ICML 2023 Detecting Argumentative Fallacies in the Wild: Problems and Limitations of Large Language Models EMNLP 2023 Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature ACL 2023 Detecting Erroneously Recognized Handwritten Byzantine Text EMNLP 2023 Detecting Exclusive Language during Pair Programming AAAI 2023 Detecting Personal Information in Training Corpora: an Analysis ACL 2023 Detecting Propaganda Techniques in Code-Switched Social Media Text EMNLP 2023 DetectiveRedasers at ArAIEval Shared Task: Leveraging Transformer Ensembles for Arabic Deception Detection EMNLP 2023 DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text EMNLP 2023 DeTexD: A Benchmark Dataset for Delicate Text Detection ACL 2023 Dialect and Variant Identification as a Multi-Label Classification Task: A Proposal Based on Near-Duplicate Analysis EACL 2023 DialectNLU at NADI 2023 Shared Task: Transformer Based Multitask Approach Jointly Integrating Dialect and Machine Translation Tasks in Arabic EMNLP 2023 Dialogue Quality and Emotion Annotations for Customer Support Conversations EMNLP 2023 DiatopIt: A Corpus of Social Media Posts for the Study of Diatopic Language Variation in Italy EACL 2023 DiFair: A Benchmark for Disentangled Assessment of Gender Knowledge and Bias EMNLP 2023