Deep Learning

Who Did They Respond to? Conversation Structure Modeling Using Masked Hierarchical Transformer AAAI 2020 Why and when should you pool? Analyzing Pooling in Recurrent Architectures EMNLP 2020 Why are Adaptive Methods Good for Attention Models? NeurIPS 2020 Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER AAAI 2020 Why bigger is not always better: on finite and infinite neural networks ICML 2020 Why Did the x-Vector System Miss a Target Speaker? Impact of Acoustic Mismatch Upon Target Score on VoxCeleb Data Interspeech 2020 Why Do Deep Residual Networks Generalize Better than Deep Feedforward Networks? --- A Neural Tangent Kernel Perspective NeurIPS 2020 Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision EMNLP 2020 Why Gradient Clipping Accelerates Training: A Theoretical Justification for Adaptivity ICLR 2020 Why Normalizing Flows Fail to Detect Out-of-Distribution Data NeurIPS 2020 Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries ACL 2020 Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers EMNLP 2020 Why We Go Where We Go: Profiling User Decisions on Choosing POIs IJCAI 2020 Wide Hidden Expansion Layer for Deep Convolutional Neural Networks WACV 2020 Wide Neural Networks with Bottlenecks are Deep Gaussian Processes JMLR 2020 Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements EMNLP 2020 Wikipedia2Vec: An Efficient Toolkit for Learning and Visualizing the Embeddings of Words and Entities from Wikipedia EMNLP 2020 Will it Unblend? EMNLP 2020 Winners at W-NUT 2020 Shared Task-3: Leveraging Event Specific and Chunk Span information for Extracting COVID Entities from Tweets EMNLP 2020 Winning the Lottery with Continuous Sparsification NeurIPS 2020 Winnowing with Gradient Descent COLT 2020 WinoGrande: An Adversarial Winograd Schema Challenge at Scale AAAI 2020 WISE: Word-Level Interaction-Based Multimodal Fusion for Speech Emotion Recognition Interspeech 2020 With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation EMNLP 2020 WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets EMNLP 2020