Deep Learning

Improving Cuneiform Language Identification with BERT NAACL 2019 Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention EMNLP 2019 Improving Differentiable Neural Computers Through Memory Masking, De-allocation, and Link Distribution Sharpness Control ICLR 2019 Improving Distantly-Supervised Relation Extraction with Joint Label Embedding EMNLP 2019 Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector AAAI 2019 Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks AAAI 2019 Improving Emotion Identification Using Phone Posteriors in Raw Speech Waveform Based DNN Interspeech 2019 Improving Full-Body Pose Estimation from a Small Sensor Set Using Artificial Neural Networks and a Kalman Filter AAAI 2019 Improving GAN with Neighbors Embedding and Gradient Matching AAAI 2019 Improving Generalization and Stability of Generative Adversarial Networks ICLR 2019 Improving Generative Visual Dialog by Answering Diverse Questions EMNLP 2019 Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning AAAI 2019 Improving Image Captioning with Conditional Generative Adversarial Nets AAAI 2019 Improving Keyword Spotting and Language Identification via Neural Architecture Search at Scale Interspeech 2019 Improving Large Vocabulary Urdu Speech Recognition System Using Deep Neural Networks Interspeech 2019 Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator EMNLP 2019 Improving Long Distance Slot Carryover in Spoken Dialogue Systems ACL 2019 Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ACL 2019 Improving MMD-GAN Training with Repulsive Loss Function ICLR 2019 Improving Mongolian-Chinese Neural Machine Translation with Morphological Noise ACL 2019 Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding CoNLL 2019 Improving Neural Conversational Models with Entropy-Based Data Filtering ACL 2019 Improving Neural Entity Disambiguation with Graph Embeddings ACL 2019 Improving Neural Language Models by Segmenting, Attending, and Predicting the Future ACL 2019 Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning CoNLL 2019