Representation Learning

A Sparse Representation-Based Approach to Linear Regression with Partially Shuffled Labels UAI 2019 ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual Networks Interspeech 2019 Assessing Neuromotor Coordination in Depression Using Inverted Vocal Tract Variables Interspeech 2019 Assessing Social and Intersectional Biases in Contextualized Word Representations NeurIPS 2019 A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI NeurIPS 2019 A Statistical Investigation of Long Memory in Language and Music ICML 2019 A Structural Probe for Finding Syntax in Word Representations NAACL 2019 A Study of a Cross-Language Perception Based on Cortical Analysis Using Biomimetic STRFs Interspeech 2019 A Study of x-Vector Based Speaker Recognition on Short Utterances Interspeech 2019 A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text EMNLP 2019 A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling EMNLP 2019 A Systematic Comparison of English Noun Compound Representations ACL 2019 A Systematic Study of Leveraging Subword Information for Learning Word Representations NAACL 2019 A System for Diacritizing Four Varieties of Arabic EMNLP 2019 At a Glance: The Impact of Gaze Aggregation Views on Syntactic Tagging EMNLP 2019 Atalaya at SemEval 2019 Task 5: Robust Embeddings for Tweet Classification SemEval 2019 A Theoretical Analysis of Contrastive Unsupervised Representation Learning ICML 2019 A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features EMNLP 2019 ATP: Directed Graph Embedding with Asymmetric Transitivity Preservation AAAI 2019 ATTAIN: Attention-based Time-Aware LSTM Networks for Disease Progression Modeling IJCAI 2019 Attentional Feature-Pair Relation Networks for Accurate Face Recognition ICCV 2019 Attention Branch Network: Learning of Attention Mechanism for Visual Explanation CVPR 2019 Attention-Enhanced Connectionist Temporal Classification for Discrete Speech Emotion Recognition Interspeech 2019 Attention Guided Graph Convolutional Networks for Relation Extraction ACL 2019 Attention on Attention for Image Captioning ICCV 2019