Classification

The Tree Loss: Improving Generalization with Many Classes AISTATS 2022 The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes NeurIPS 2022 This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text AACL 2022 Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping EMNLP 2022 TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes SemEval 2022 To Answer or Not To Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning NAACL 2022 Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation EMNLP 2022 Toolbox for Multimodal Learn (scikit-multimodallearn) JMLR 2022 Top-label calibration and multiclass-to-binary reductions ICLR 2022 Total Stability of SVMs and Localized SVMs JMLR 2022 To the Most Gracious Highness, from Your Humble Servant: Analysing Swedish 18th Century Petitions Using Text Classification COLING 2022 Toward Annotator Group Bias in Crowdsourcing ACL 2022 Towards Arabic Sentence Simplification via Classification and Generative Approaches EMNLP 2022 Towards better structured and less noisy Web data: Oscar with Register annotations COLING 2022 Towards Capturing Changes in Mood and Identifying Suicidality Risk NAACL 2022 Towards Class-Oriented Poisoning Attacks Against Neural Networks WACV 2022 Towards Comprehensive Patent Approval Predictions:Beyond Traditional Document Classification ACL 2022 Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution ACL 2022 Towards Detecting Political Bias in Hindi News Articles ACL 2022 Towards Discriminant Analysis Classifiers Using Online Active Learning via Myoelectric Interfaces AAAI 2022 Towards Improving Selective Prediction Ability of NLP Systems ACL 2022 Towards Intelligent Clinically-Informed Language Analyses of People with Bipolar Disorder and Schizophrenia EMNLP 2022 Towards Joint Intent Detection and Slot Filling via Higher-order Attention IJCAI 2022 Towards New Optimized Artificial Immune Recognition Systems under the Belief Function Theory IJCAI 2022 Towards Off-Policy Learning for Ranking Policies with Logged Feedback AAAI 2022