Text Classification

LZ1904 at SemEval-2021 Task 5: Bi-LSTM-CRF for Toxic Span Detection using Pretrained Word Embedding SemEval 2021 Machine Extraction of Tax Laws from Legislative Texts EMNLP 2021 Machine Learning-Based Approach for Arabic Dialect Identification EACL 2021 Macro-Average: Rare Types Are Important Too NAACL 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 Matching The Statements: A Simple and Accurate Model for Key Point Analysis 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 MeLT: Message-Level Transformer with Masked Document Representations as Pre-Training for Stance Detection EMNLP 2021 Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset ACL 2021 Merging Statistical Feature via Adaptive Gate for Improved Text Classification AAAI 2021 Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification EMNLP 2021 MIMIC-SBDH: A Dataset for Social and Behavioral Determinants of Health MLHC 2021 MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion SemEval 2021 MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language Models for Toxic Spans Detection SemEval 2021 Mitigating Biases in Toxic Language Detection through Invariant Rationalization ACL 2021 Mitigating Data Poisoning in Text Classification with Differential Privacy EMNLP 2021 Mitigation of Diachronic Bias in Fake News Detection Dataset EMNLP 2021 Mode Effects’ Challenge to Authorship Attribution EACL 2021 Modeling Language Usage and Listener Engagement in Podcasts ACL 2021 Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability EMNLP 2021 More Identifiable yet Equally Performant Transformers for Text Classification ACL 2021