Methods

The Area of the Convex Hull of Sampled Curves: a Robust Functional Statistical Depth measure AISTATS 2020 The Hawkes Edge Partition Model for Continuous-time Event-based Temporal Networks UAI 2020 ``The Squawk Bot'': Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering IJCAI 2020 Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets AAAI 2020 TimeCrypt: Encrypted Data Stream Processing at Scale with Cryptographic Access Control NSDI 2020 TL-Explorer: A Digital Humanities Tool for Mapping and Analyzing Translated Literature COLING 2020 Tongue and Lip Motion Patterns in Alaryngeal Speech Interspeech 2020 TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions EMNLP 2020 Towards Better Forecasting by Fusing Near and Distant Future Visions AAAI 2020 Towards Maximizing the Representation Gap between In-Domain & Out-of-Distribution Examples NeurIPS 2020 tpprof: A Network Traffic Pattern Profiler NSDI 2020 Transformer Hawkes Process ICML 2020 Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction ACL 2020 Tslearn, A Machine Learning Toolkit for Time Series Data JMLR 2020 Vapur: A Search Engine to Find Related Protein - Compound Pairs in COVID-19 Literature EMNLP 2020 Vector Autoregressive Weighting Reversion Strategy for Online Portfolio Selection IJCAI 2020 VMWE discovery: a comparative analysis between Literature and Twitter Corpora COLING 2020 Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision EMNLP 2020 WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series IJCAI 2020 Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo EMNLP 2020 What time is it? Temporal Analysis of Novels EMNLP 2020 What went wrong and when? Instance-wise feature importance for time-series black-box models NeurIPS 2020 Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences CVPR 2020 Will This Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora EMNLP 2020 Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network AAAI 2020