Deep Learning

Towards Better Interpretability in Deep Q-Networks AAAI 2019 Towards Better Modeling Hierarchical Structure for Self-Attention with Ordered Neurons EMNLP 2019 Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation ACL 2019 Towards Comprehensive Description Generation from Factual Attribute-value Tables ACL 2019 Towards Controllable and Personalized Review Generation EMNLP 2019 Towards Debiasing Fact Verification Models EMNLP 2019 Towards Debugging Deep Neural Networks by Generating Speech Utterances Interspeech 2019 Towards Discriminative Representation Learning for Speech Emotion Recognition IJCAI 2019 Towards Fine-grained Text Sentiment Transfer ACL 2019 Towards Fluid Machine Intelligence: Can We Make a Gifted AI? AAAI 2019 Towards GAN Benchmarks Which Require Generalization ICLR 2019 Towards Gene Function Prediction via Multi-Networks Representation Learning AAAI 2019 Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering EMNLP 2019 Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models ACL 2019 Towards Governing Agent’s Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning ACML 2019 Towards High-Fidelity Nonlinear 3D Face Morphable Model CVPR 2019 Towards Incremental Learning of Word Embeddings Using Context Informativeness ACL 2019 Towards Instance-Level Image-To-Image Translation CVPR 2019 Towards Interpretable Reinforcement Learning Using Attention Augmented Agents NeurIPS 2019 Towards Language Agnostic Universal Representations ACL 2019 Towards Latent Attribute Discovery From Triplet Similarities ICCV 2019 Towards Learning to Detect and Predict Contact Events on Vision-based Tactile Sensors CoRL 2019 Towards Linear Time Neural Machine Translation with Capsule Networks EMNLP 2019 Towards Lossless Encoding of Sentences ACL 2019 Towards Making a Dependency Parser See EMNLP 2019