Language

Improving the Transformer Translation Model with Document-Level Context EMNLP 2018 ‘Indicatements’ that character language models learn English morpho-syntactic units and regularities EMNLP 2018 Interactive Grounded Language Acquisition and Generalization in a 2D World ICLR 2018 Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models EMNLP 2018 Jack the Reader – A Machine Reading Framework ACL 2018 Knowledge-Enriched Two-Layered Attention Network for Sentiment Analysis NAACL 2018 Know What You Don’t Know: Unanswerable Questions for SQuAD ACL 2018 Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data ACL 2018 Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution EMNLP 2018 MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models NeurIPS 2018 Mapping natural language commands to web elements EMNLP 2018 MAttNet: Modular Attention Network for Referring Expression Comprehension CVPR 2018 Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis NAACL 2018 Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination EMNLP 2018 Multi-representation ensembles and delayed SGD updates improve syntax-based NMT ACL 2018 Narrative Modeling with Memory Chains and Semantic Supervision ACL 2018 Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation NAACL 2018 Neural Code Comprehension: A Learnable Representation of Code Semantics NeurIPS 2018 Neural Ranking Models for Temporal Dependency Structure Parsing EMNLP 2018 Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting EMNLP 2018 NLP Web Services for Resource-Scarce Languages ACL 2018 Non-Adversarial Unsupervised Word Translation EMNLP 2018 On the Practical Computational Power of Finite Precision RNNs for Language Recognition ACL 2018 Personalized Language Model for Query Auto-Completion ACL 2018 Platforms for Non-speakers Annotating Names in Any Language ACL 2018