semantic representation

Distributional Semantics Meets Construction Grammar. towards a Unified Usage-Based Model of Grammar and Meaning ACL 2019 Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning NeurIPS 2019 Dual Supervised Learning for Natural Language Understanding and Generation ACL 2019 Event Structure Representation: Between Verbs and Argument Structure Constructions ACL 2019 Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings ACL 2019 Exploring Numeracy in Word Embeddings ACL 2019 From Brain Space to Distributional Space: The Perilous Journeys of fMRI Decoding ACL 2019 Generating Discourse Inferences from Unscoped Episodic Logical Formulas ACL 2019 GKR: Bridging the Gap between Symbolic/structural and Distributional Meaning Representations ACL 2019 GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge EMNLP 2019 Graph-based Neural Sentence Ordering IJCAI 2019 Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables AAAI 2019 Hierarchical Photo-Scene Encoder for Album Storytelling AAAI 2019 How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings EMNLP 2019 Identifying Nuances in Fake News vs. Satire: Using Semantic and Linguistic Cues EMNLP 2019 Improving Word Embeddings Using Kernel PCA ACL 2019 Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification EMNLP 2019 Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation ACL 2019 Marginalized Latent Semantic Encoder for Zero-Shot Learning CVPR 2019 Modeling Quantification and Scope in Abstract Meaning Representations ACL 2019 Modeling Source Syntax and Semantics for Neural AMR Parsing IJCAI 2019 Natural Language Generation: Recently Learned Lessons, Directions for Semantic Representation-based Approaches, and the Case of Brazilian Portuguese Language ACL 2019 Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning IJCAI 2019 Neural Text Generation from Rich Semantic Representations NAACL 2019 Neural Transition Systems for Modeling Hierarchical Semantic Representations Interspeech 2019