Natural Language Processing

Imposing Category Trees Onto Word-Embeddings Using A Geometric Construction ICLR 2019 Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition EMNLP 2019 Improved Language Modeling by Decoding the Past ACL 2019 Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting NAACL 2019 Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text ACL 2019 Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations EMNLP 2019 Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations ACL 2019 Improving Abstractive Document Summarization with Salient Information Modeling ACL 2019 Improving Back-Translation with Uncertainty-based Confidence Estimation EMNLP 2019 Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings ACL 2019 Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning ACL 2019 Improving Code-Switched Language Modeling Performance Using Cognate Features Interspeech 2019 Improving Conversation-Context Language Models with Multiple Spoken Language Understanding Models Interspeech 2019 Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control IJCAI 2019 Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention EMNLP 2019 Improving Dialogue State Tracking by Discerning the Relevant Context NAACL 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 Adaptation Translation with Domain Invariant and Specific Information NAACL 2019 Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data NAACL 2019 Improving Fine-grained Entity Typing with Entity Linking EMNLP 2019 Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data NAACL 2019 Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation NAACL 2019 Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning AAAI 2019 Improving Knowledge Base Construction from Robust Infobox Extraction NAACL 2019