Natural Language Understanding

Neural Multitask Learning for Simile Recognition EMNLP 2018 Neural Transition Based Parsing of Web Queries: An Entity Based Approach EMNLP 2018 Phrase-level Self-Attention Networks for Universal Sentence Encoding EMNLP 2018 Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing ACL 2018 Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System NAACL 2018 Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data EMNLP 2018 Sequence-to-sequence Models for Cache Transition Systems ACL 2018 Tackling the Story Ending Biases in The Story Cloze Test ACL 2018 Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing EMNLP 2018 Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers EMNLP 2018 A* CCG Parsing with a Supertag and Dependency Factored Model ACL 2017 A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing ACL 2017 A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks EMNLP 2017 A Neural Local Coherence Model ACL 2017 Classification of telicity using cross-linguistic annotation projection EMNLP 2017 Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation EMNLP 2017 Deep Learning in Semantic Kernel Spaces ACL 2017 Dependency Grammar Induction with Neural Lexicalization and Big Training Data EMNLP 2017 Discourse Mode Identification in Essays ACL 2017 Dynamic Entity Representations in Neural Language Models EMNLP 2017 Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence EMNLP 2017 End-to-end Neural Coreference Resolution EMNLP 2017 FOIL it! Find One mismatch between Image and Language caption ACL 2017 Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution ACL 2017 Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detection EMNLP 2017