Representation Learning

An Investigation of Phone-Based Subword Units for End-to-End Speech Recognition Interspeech 2020 An Investigation of the Virtual Lip Trajectories During the Production of Bilabial Stops and Nasal at Different Speaking Rates Interspeech 2020 An NMF-HMM Speech Enhancement Method Based on Kullback-Leibler Divergence Interspeech 2020 Answer-driven Deep Question Generation based on Reinforcement Learning COLING 2020 Answering Legal Questions by Learning Neural Attentive Text Representation COLING 2020 Answering Product-related Questions with Heterogeneous Information AACL 2020 An Unsupervised Method for Learning Representations of Multi-word Expressions for Semantic Classification COLING 2020 An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020 APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning EMNLP 2020 A polynomial-time algorithm for learning nonparametric causal graphs NeurIPS 2020 Approximate Cross-Validation with Low-Rank Data in High Dimensions NeurIPS 2020 Approximate is Good Enough: Probabilistic Variants of Dimensional and Margin Complexity COLT 2020 Approximation Capabilities of Neural ODEs and Invertible Residual Networks ICML 2020 A Proposal-Based Approach for Activity Image-to-Video Retrieval AAAI 2020 Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning IJCAI 2020 ARCH: Animatable Reconstruction of Clothed Humans CVPR 2020 AR-DAE: Towards Unbiased Neural Entropy Gradient Estimation ICML 2020 A Recurrent Model for Collective Entity Linking with Adaptive Features AAAI 2020 Are Noisy Sentences Useless for Distant Supervised Relation Extraction? AAAI 2020 A Representation Learning Approach to Animal Biodiversity Conservation COLING 2020 ARET: Aggregated Residual Extended Time-Delay Neural Networks for Speaker Verification Interspeech 2020 Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces EMNLP 2020 Articulation-Aware Canonical Surface Mapping CVPR 2020 ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations AAAI 2020 A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph EMNLP 2020