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Representation Learning

2843 directly classified papers

Papers per year

Papers

Learning Document Embeddings with Crossword Prediction AAAI 2019
Learning Representations in Model-Free Hierarchical Reinforcement Learning AAAI 2019
Type Sequence Preserving Heterogeneous Information Network Embedding AAAI 2019
f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition AAAI 2019
Interpreting Deep Models for Text Analysis via Optimization and Regularization Methods AAAI 2019
Learning Vine Copula Models for Synthetic Data Generation AAAI 2019
Learning Disentangled Representation with Pairwise Independence AAAI 2019
Disentangling Style Factors from Speaker Representations INTERSPEECH 2019
Listening with Great Expectations: An Investigation of Word Form Anticipations in Naturalistic Speech INTERSPEECH 2019
RawNet: Advanced End-to-End Deep Neural Network Using Raw Waveforms for Text-Independent Speaker Verification INTERSPEECH 2019
Mining Polysemous Triplets with Recurrent Neural Networks for Spoken Language Understanding INTERSPEECH 2019
Bi-Kronecker Functional Decision Diagrams: A Novel Canonical Representation of Boolean Functions AAAI 2019
Tracking Logical Difference in Large-Scale Ontologies: A Forgetting-Based Approach AAAI 2019
A Semantics-based Model for Predicting Children's Vocabulary IJCAI 2019
Conversational Response Re-ranking Based on Event Causality and Role Factored Tensor Event Embedding ACL 2019
One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues ACL 2019
Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection ACL 2019
Exploring Author Context for Detecting Intended vs Perceived Sarcasm ACL 2019
Sentence-Level Agreement for Neural Machine Translation ACL 2019
Learning to Abstract for Memory-augmented Conversational Response Generation ACL 2019
Towards Language Agnostic Universal Representations ACL 2019
Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning ACL 2019
Language Modeling with Shared Grammar ACL 2019
Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings ACL 2019
Improving Neural Conversational Models with Entropy-Based Data Filtering ACL 2019