Weakly-supervised Neural Semantic Parsing with a Generative Ranker Aug 23, 2018 Semantic Parsing
— Unverified The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers Aug 22, 2018 Math Semantic Parsing
— Unverified Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning Aug 21, 2018 Hierarchical Reinforcement Learning reinforcement-learning
Code Code Available Question Generation from SQL Queries Improves Neural Semantic Parsing Aug 20, 2018 Question Generation Question-Generation
— Unverified Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering Aug 13, 2018 Knowledge Base Question Answering Question Answering
Code Code Available The APVA-TURBO Approach To Question Answering in Knowledge Base Aug 1, 2018 Question Answering Semantic Parsing
— Unverified Semantic Parsing for Technical Support Questions Aug 1, 2018 Information Retrieval Retrieval
— Unverified A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware? Aug 1, 2018 Decoder Machine Translation
— Unverified Frame Semantics across Languages: Towards a Multilingual FrameNet Aug 1, 2018 Question Answering Semantic Parsing
— Unverified Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking Aug 1, 2018 Semantic Parsing
Code Code Available Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing Aug 1, 2018 Semantic Parsing
— Unverified Natural Language Interface for Databases Using a Dual-Encoder Model Aug 1, 2018 Machine Translation Semantic Parsing
— Unverified Annotation Schemes for Surface Construction Labeling Aug 1, 2018 Semantic Parsing
— Unverified Semantic Parsing: Syntactic assurance to target sentence using LSTM Encoder CFG-Decoder Jul 18, 2018 Decoder Semantic Parsing
— Unverified Robust Text-to-SQL Generation with Execution-Guided Decoding Jul 9, 2018 Semantic Parsing Text to SQL
Code Code Available Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing Jul 6, 2018 Combinatorial Optimization Program Synthesis
Code Code Available Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing Jul 1, 2018 Dependency Parsing Diversity
— Unverified Accurate SHRG-Based Semantic Parsing Jul 1, 2018 Semantic Composition Semantic Parsing
— Unverified Syntax for Semantic Role Labeling, To Be, Or Not To Be Jul 1, 2018 Dependency Parsing Feature Engineering
Code Code Available Discourse Representation Structure Parsing Jul 1, 2018 Prediction Question Answering
Code Code Available German and French Neural Supertagging Experiments for LTAG Parsing Jul 1, 2018 Dependency Parsing Semantic Parsing
— Unverified Active learning for deep semantic parsing Jul 1, 2018 Active Learning Semantic Parsing
— Unverified DialSQL: Dialogue Based Structured Query Generation Jul 1, 2018 Semantic Parsing Translation
— Unverified Weakly Supervised Semantic Parsing with Abstract Examples Jul 1, 2018 Semantic Parsing Visual Reasoning
— Unverified Language Generation via DAG Transduction Jul 1, 2018 Semantic Parsing Text Generation
— Unverified Zero-shot Learning of Classifiers from Natural Language Quantification Jul 1, 2018 Semantic Parsing Zero-Shot Learning
— Unverified Neural Semantic Parsing Jul 1, 2018 Code Generation Instruction Following
— Unverified Neural Machine Translation for Query Construction and Composition Jun 27, 2018 Code Generation Knowledge Base Question Answering
Code Code Available StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Jun 20, 2018 Code Generation Semantic Parsing
Code Code Available The Natural Language Decathlon: Multitask Learning as Question Answering Jun 20, 2018 Decoder Domain Adaptation
Code Code Available Learning Cross-lingual Distributed Logical Representations for Semantic Parsing Jun 14, 2018 Semantic Parsing
— Unverified Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models Jun 1, 2018 Information Retrieval Question Answering
— Unverified GKR: the Graphical Knowledge Representation for semantic parsing Jun 1, 2018 Natural Language Inference Semantic Parsing
— Unverified Graph Algebraic Combinatory Categorial Grammar Jun 1, 2018 AMR Parsing Machine Translation
— Unverified ALB at SemEval-2018 Task 10: A System for Capturing Discriminative Attributes Jun 1, 2018 Attribute Dependency Parsing
— Unverified SemEval 2018 Task 6: Parsing Time Normalizations Jun 1, 2018 Semantic Parsing
— Unverified Modelling Natural Language, Programs, and their Intersection Jun 1, 2018 Semantic Parsing Text Generation
— Unverified SystemT: Declarative Text Understanding for Enterprise Jun 1, 2018 Document Classification Entity Extraction using GAN
— Unverified SemEval 2019 Shared Task: Cross-lingual Semantic Parsing with UCCA - Call for Participation May 31, 2018 Semantic Parsing UCCA Parsing
— Unverified Coarse-to-Fine Decoding for Neural Semantic Parsing May 12, 2018 Semantic Parsing
Code Code Available Backpropagating through Structured Argmax using a SPIGOT May 12, 2018 Dependency Parsing Reinforcement Learning
Code Code Available Neural Machine Translation for Bilingually Scarce Scenarios: A Deep Multi-task Learning Approach May 11, 2018 Machine Translation Multi-Task Learning
— Unverified Confidence Modeling for Neural Semantic Parsing May 11, 2018 Semantic Parsing
Code Code Available Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback May 3, 2018 counterfactual Semantic Parsing
Code Code Available Creation of a Balanced State-of-the-Art Multilayer Corpus for NLU May 1, 2018 Abstractive Text Summarization Coreference Resolution
Code Code Available Construction of Large-scale English Verbal Multiword Expression Annotated Corpus May 1, 2018 Dependency Parsing Semantic Parsing
Code Code Available World Knowledge for Abstract Meaning Representation Parsing May 1, 2018 Abstract Meaning Representation AMR Parsing
— Unverified A Parser for LTAG and Frame Semantics May 1, 2018 Semantic Parsing
Code Code Available Don't Annotate, but Validate: a Data-to-Text Method for Capturing Event Data May 1, 2018 Semantic Parsing
— Unverified QUEST: A Natural Language Interface to Relational Databases May 1, 2018 Relation Extraction Semantic Parsing
— Unverified 