Deep Learning

Improving Joint Training of Inference Networks and Structured Prediction Energy Networks EMNLP 2020 Improving Limited Labeled Dialogue State Tracking with Self-Supervision EMNLP 2020 Improving Lives of Indebted Farmers Using Deep Learning: Predicting Agricultural Produce Prices Using Convolutional Neural Networks AAAI 2020 Improving Low Compute Language Modeling with In-Domain Embedding Initialisation EMNLP 2020 Improving Low Resource Code-Switched ASR Using Augmented Code-Switched TTS Interspeech 2020 Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation ACL 2020 Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation AISTATS 2020 Improving Medical NLI Using Context-Aware Domain Knowledge COLING 2020 Improving model calibration with accuracy versus uncertainty optimization NeurIPS 2020 Improving Molecular Design by Stochastic Iterative Target Augmentation ICML 2020 Improving Multilingual Models with Language-Clustered Vocabularies EMNLP 2020 Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer ACL 2020 Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information EMNLP 2020 Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention NeurIPS 2020 Improving Neural Machine Translation with Soft Template Prediction ACL 2020 Improving NMT via Filtered Back Translation AACL 2020 Improving Non-autoregressive Neural Machine Translation with Monolingual Data ACL 2020 Improving Object Detection with Inverted Attention WACV 2020 Improving Opus Low Bit Rate Quality with Neural Speech Synthesis Interspeech 2020 Improving Parallel Data Identification using Iteratively Refined Sentence Alignments and Bilingual Mappings of Pre-trained Language Models EMNLP 2020 Improving Question Generation with Sentence-Level Semantic Matching and Answer Position Inferring AAAI 2020 Improving robustness against common corruptions by covariate shift adaptation NeurIPS 2020 Improving Sequence-to-Sequence Semantic Parser for Task Oriented Dialog EMNLP 2020 Improving Slot Filling by Utilizing Contextual Information ACL 2020 Improving Speech Intelligibility Through Speaker Dependent and Independent Spectral Style Conversion Interspeech 2020