Classification

Better Feature Integration for Named Entity Recognition NAACL 2021 Better than Average: Paired Evaluation of NLP systems ACL 2021 Beyond Bandit Feedback in Online Multiclass Classification NeurIPS 2021 Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning NAACL 2021 Beyond Categorical Label Representations for Image Classification ICLR 2021 Beyond Text: Incorporating Metadata and Label Structure for Multi-Label Document Classification using Heterogeneous Graphs EMNLP 2021 Beyond the Signs: Nonparametric Tensor Completion via Sign Series NeurIPS 2021 BFClass: A Backdoor-free Text Classification Framework EMNLP 2021 Bidirectional Domain Adaptation Using Weighted Multi-Task Learning ACL 2021 Bidirectional Hierarchical Attention Networks based on Document-level Context for Emotion Cause Extraction EMNLP 2021 Bi-Directional Joint Neural Networks for Intent Classification and Slot Filling Interspeech 2021 BigGreen at SemEval-2021 Task 1: Lexical Complexity Prediction with Assembly Models SemEval 2021 Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification ICML 2021 Binary TTC: A Temporal Geofence for Autonomous Navigation CVPR 2021 Binocular Mutual Learning for Improving Few-Shot Classification ICCV 2021 Boosted CVaR Classification NeurIPS 2021 Boosting Ensemble Accuracy by Revisiting Ensemble Diversity Metrics CVPR 2021 Boosting in the Presence of Massart Noise COLT 2021 Boosting Multi-task Learning Through Combination of Task Labels - with Applications in ECG Phenotyping AAAI 2021 Boosting with Multiple Sources NeurIPS 2021 Boost Neural Networks by Checkpoints NeurIPS 2021 Boost then Convolve: Gradient Boosting Meets Graph Neural Networks ICLR 2021 Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia NAACL 2021 BORE: Bayesian Optimization by Density-Ratio Estimation ICML 2021 Breaking Down the Invisible Wall of Informal Fallacies in Online Discussions ACL 2021