Text Classification

Stylometric Literariness Classification: the Case of Stephen King EMNLP 2021 SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations EMNLP 2021 Supporting Complaints Investigation for Nursing and Midwifery Regulatory Agencies ACL 2021 Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning ACL 2021 Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark EMNLP 2021 Syntax-augmented Multilingual BERT for Cross-lingual Transfer ACL 2021 Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus. EACL 2021 Syntopical Graphs for Computational Argumentation Tasks ACL 2021 SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant Analysis EMNLP 2021 Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences IJCAI 2021 Tamil Lyrics Corpus: Analysis and Experiments EACL 2021 TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names NAACL 2021 Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection ACL 2021 TEAM HUB@LT-EDI-EACL2021: Hope Speech Detection Based On Pre-trained Language Model EACL 2021 ‘Tecnologica cosa’: Modeling Storyteller Personalities in Boccaccio’s ‘Decameron’ EMNLP 2021 Text Augmentation in a Multi-Task View EACL 2021 Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification EMNLP 2021 Text Counterfactuals via Latent Optimization and Shapley-Guided Search EMNLP 2021 TextGTL: Graph-based Transductive Learning for Semi-supervised Text Classification via Structure-Sensitive Interpolation IJCAI 2021 The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing ACL 2021 The Early Modern Dutch Mediascape. Detecting Media Mentions in Chronicles Using Word Embeddings and CRF EMNLP 2021 The geometry of integration in text classification RNNs ICLR 2021 The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts EMNLP 2021 The Out-of-Distribution Problem in Explainability and Search Methods for Feature Importance Explanations NeurIPS 2021 The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation EMNLP 2021