text classification

Leveraging Community and Author Context to Explain the Performance and Bias of Text-Based Deception Detection Models NAACL 2021 Leveraging knowledge sources for detecting self-reports of particular health issues on social media EACL 2021 Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification ACL 2021 LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification AAAI 2021 LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features SemEval 2021 LIORI at SemEval-2021 Task 8: Ask Transformer for measurements SemEval 2021 LIREx: Augmenting Language Inference with Relevant Explanations AAAI 2021 LISAC FSDM USMBA at SemEval-2021 Task 5: Tackling Toxic Spans Detection Challenge with Supervised SpanBERT-based Model and Unsupervised LIME-based Model SemEval 2021 Lying Through One’s Teeth: A Study on Verbal Leakage Cues EMNLP 2021 Machine Extraction of Tax Laws from Legislative Texts EMNLP 2021 Machine Learning-Based Approach for Arabic Dialect Identification EACL 2021 Machine Learning-Based Model for Sentiment and Sarcasm Detection EACL 2021 MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training SemEval 2021 Making a (Counterfactual) Difference One Rationale at a Time NeurIPS 2021 Maoqin @ DravidianLangTech-EACL2021: The Application of Transformer-Based Model EACL 2021 M-Arg: Multimodal Argument Mining Dataset for Political Debates with Audio and Transcripts EMNLP 2021 MARTA: Leveraging Human Rationales for Explainable Text Classification AAAI 2021 MASKER: Masked Keyword Regularization for Reliable Text Classification AAAI 2021 Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP EACL 2021 MATE-KD: Masked Adversarial TExt, a Companion to Knowledge Distillation ACL 2021 mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model EMNLP 2021 Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions ACL 2021 Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications EMNLP 2021 MEDA: Meta-Learning with Data Augmentation for Few-Shot Text Classification IJCAI 2021 MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection EMNLP 2021