Architectures

BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation EMNLP 2021 BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers EACL 2021 BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks EMNLP 2021 BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection EACL 2021 Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification NeurIPS 2021 Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge EMNLP 2021 Better Feature Integration for Named Entity Recognition NAACL 2021 Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning NAACL 2021 Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object Detection CVPR 2021 Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference EMNLP 2021 Beyond English-Centric Multilingual Machine Translation JMLR 2021 Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters ICLR 2021 Beyond Grammatical Error Correction: Improving L1-influenced research writing in English using pre-trained encoder-decoder models EMNLP 2021 Beyond Laurel/Yanny: An Autoencoder-Enabled Search for Polyperceivable Audio ACL 2021 Beyond Low-frequency Information in Graph Convolutional Networks AAAI 2021 Beyond Paragraphs: NLP for Long Sequences NAACL 2021 Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis IJCAI 2021 Bias Loss for Mobile Neural Networks ICCV 2021 Bi-Directional Joint Neural Networks for Intent Classification and Slot Filling Interspeech 2021 Bidirectional Multiscale Feature Aggregation for Speaker Verification Interspeech 2021 Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation AAAI 2021 Bidirectional Variational Inference for Non-Autoregressive Text-to-Speech ICLR 2021 Bifurcation Spiking Neural Network JMLR 2021 Bi-GCN: Binary Graph Convolutional Network CVPR 2021 BigGreen at SemEval-2021 Task 1: Lexical Complexity Prediction with Assembly Models SemEval 2021