Deep Learning

Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity EMNLP 2021 SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity NSDI 2021 Shallow Convolution-Augmented Transformer with Differentiable Neural Computer for Low-Complexity Classification of Variable-Length Acoustic Scene Interspeech 2021 Simon @ LT-EDI-EACL2021: Detecting Hope Speech with BERT EACL 2021 Simple or Complex? Learning to Predict Readability of Bengali Texts AAAI 2021 Simultaneous Neural Machine Translation with Constituent Label Prediction EMNLP 2021 Sliced Iterative Normalizing Flows ICML 2021 Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages EMNLP 2021 SmallER: Scaling Neural Entity Resolution for Edge Devices Interspeech 2021 SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution With Skip-Transformer ICCV 2021 Sparse Attention with Linear Units EMNLP 2021 Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis EMNLP 2021 ssn_diBERTsity@LT-EDI-EACL2021:Hope Speech Detection on multilingual YouTube comments via transformer based approach EACL 2021 StickyPillars: Robust and Efficient Feature Matching on Point Clouds Using Graph Neural Networks CVPR 2021 Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach AAAI 2021 Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting AAAI 2021 The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network AAAI 2021 Time Adaptive Recurrent Neural Network CVPR 2021 Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021 Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image ICCV 2021 Types of Out-of-Distribution Texts and How to Detect Them EMNLP 2021 Understanding and Interpreting the Impact of User Context in Hate Speech Detection NAACL 2021 Understanding Model Robustness to User-generated Noisy Texts EMNLP 2021 Variational Data Assimilation with a Learned Inverse Observation Operator ICML 2021 Variational Information Bottleneck for Effective Low-Resource Audio Classification Interspeech 2021