Discourse Representation Parsing for Sentences and Documents Jul 1, 2019 Semantic Parsing Sentence
— Unverified AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing Jul 1, 2019 Decoder Semantic Parsing
— Unverified Reranking for Neural Semantic Parsing Jul 1, 2019 Code Generation Reranking
— Unverified Latent Structure Models for Natural Language Processing Jul 1, 2019 Language Modeling Language Modelling
— Unverified Compositional Semantic Parsing Across Graphbanks Jun 27, 2019 Multi-Task Learning Semantic Parsing
— Unverified Semantic expressive capacity with bounded memory Jun 27, 2019 Semantic Parsing
— Unverified Program Synthesis and Semantic Parsing with Learned Code Idioms Jun 26, 2019 Code Generation Program Synthesis
Code Code Available Semantically Driven Auto-completion Jun 22, 2019 Question Answering Semantic Parsing
— Unverified Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing Jun 17, 2019 Decoder Meta-Learning
— Unverified Unified Semantic Parsing with Weak Supervision Jun 12, 2019 Semantic Parsing
Code Code Available Multimodal Logical Inference System for Visual-Textual Entailment Jun 10, 2019 Automated Theorem Proving Natural Language Inference
— Unverified SParC: Cross-Domain Semantic Parsing in Context Jun 5, 2019 Diversity Semantic Parsing
Code Code Available Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization Jun 3, 2019 Code Generation Dialogue Management
— Unverified DANGNT@UIT.VNU-HCM at SemEval 2019 Task 1: Graph Transformation System from Stanford Basic Dependencies to Universal Conceptual Cognitive Annotation (UCCA) Jun 1, 2019 Form Semantic Parsing
— Unverified Context Dependent Semantic Parsing over Temporally Structured Data Jun 1, 2019 Decoder Semantic Parsing
— Unverified UC Davis at SemEval-2019 Task 1: DAG Semantic Parsing with Attention-based Decoder Jun 1, 2019 Decoder Feature Engineering
— Unverified Cross-lingual CCG Induction Jun 1, 2019 POS Semantic Parsing
Code Code Available Content Differences in Syntactic and Semantic Representation Jun 1, 2019 Semantic Parsing UCCA Parsing
Code Code Available Iterative Search for Weakly Supervised Semantic Parsing Jun 1, 2019 Semantic Parsing Visual Reasoning
— Unverified GCN-Sem at SemEval-2019 Task 1: Semantic Parsing using Graph Convolutional and Recurrent Neural Networks Jun 1, 2019 Dependency Parsing Semantic Dependency Parsing
— Unverified T\"upa at SemEval-2019 Task1: (Almost) feature-free Semantic Parsing Jun 1, 2019 All Data Augmentation
— Unverified Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering Jun 1, 2019 Question Answering Reading Comprehension
— Unverified CUNY-PKU Parser at SemEval-2019 Task 1: Cross-Lingual Semantic Parsing with UCCA Jun 1, 2019 Semantic Parsing
Code Code Available Grammar-based Neural Text-to-SQL Generation May 30, 2019 Semantic Parsing Text to SQL
— Unverified Compositional pre-training for neural semantic parsing May 27, 2019 Data Augmentation Instruction Following
— Unverified Generating Logical Forms from Graph Representations of Text and Entities May 21, 2019 Decoder Graph Neural Network
— Unverified AMR Parsing as Sequence-to-Graph Transduction May 21, 2019 AMR Parsing Semantic Parsing
Code Code Available Questions in Dependent Type Semantics May 1, 2019 Natural Language Inference RTE
— Unverified Proceedings of the IWCS Shared Task on Semantic Parsing May 1, 2019 Semantic Parsing
— Unverified Linguistic Information in Neural Semantic Parsing with Multiple Encoders May 1, 2019 DRS Parsing Machine Translation
— Unverified Transition-based DRS Parsing Using Stack-LSTMs May 1, 2019 DRS Parsing Semantic Parsing
— Unverified Context-Dependent Semantic Parsing over Temporally Structured Data May 1, 2019 Decoder Semantic Parsing
Code Code Available Multi-Task Learning for Semantic Parsing with Cross-Domain Sketch May 1, 2019 Decoder Multi-Task Learning
— Unverified The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Apr 26, 2019 Image-text Retrieval Object
Code Code Available Good-Enough Compositional Data Augmentation Apr 21, 2019 Data Augmentation Diagnostic
Code Code Available Learning Programmatic Idioms for Scalable Semantic Parsing Apr 19, 2019 Code Generation Semantic Parsing
— Unverified CraftAssist Instruction Parsing: Semantic Parsing for a Minecraft Assistant Apr 17, 2019 Minecraft Semantic Parsing
— Unverified Unsupervised Person Image Generation with Semantic Parsing Transformation Apr 6, 2019 Image Generation Image Manipulation
Code Code Available An Improved Coarse-to-Fine Method for Solving Generation Tasks Apr 1, 2019 Math Math Word Problem Solving
— Unverified A Pointer Network Architecture for Context-Dependent Semantic Parsing Apr 1, 2019 Semantic Parsing
— Unverified Domain Adaptation for Low-Resource Neural Semantic Parsing Apr 1, 2019 Domain Adaptation Semantic Parsing
— Unverified Neural Program Planner for Structured Predictions Mar 23, 2019 Machine Translation Program Synthesis
— Unverified A Type-coherent, Expressive Representation as an Initial Step to Language Understanding Mar 22, 2019 Semantic Parsing
— Unverified Content Differences in Syntactic and Semantic Representations Mar 15, 2019 Semantic Parsing UCCA Parsing
Code Code Available HLT@SUDA at SemEval 2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing Mar 11, 2019 General Classification Semantic Parsing
— Unverified Practical Semantic Parsing for Spoken Language Understanding Mar 11, 2019 Multi-Task Learning Question Answering
— Unverified Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases Mar 6, 2019 Information Retrieval Knowledge Base Question Answering
Code Code Available SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA Mar 6, 2019 Semantic Parsing UCCA Parsing
— Unverified DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Mar 1, 2019 Question Answering Reading Comprehension
Code Code Available Learning to Generalize from Sparse and Underspecified Rewards Feb 19, 2019 Bayesian Optimization Semantic Parsing
Code Code Available 