Bottom-Up Unranked Tree-to-Graph Transducers for Translation into Semantic Graphs Sep 1, 2019 ARC Semantic Parsing
— Unverified Improving Semantic Dependency Parsing with Syntactic Features Sep 1, 2019 Dependency Parsing Semantic Dependency Parsing
— Unverified Exploring Graph-Algebraic CCG Combinators for Syntactic-Semantic AMR Parsing Sep 1, 2019 AMR Parsing Semantic Parsing
— Unverified Parsing All: Syntax and Semantics, Dependencies and Spans Aug 30, 2019 All Semantic Parsing
Code Code Available Global Reasoning over Database Structures for Text-to-SQL Parsing Aug 29, 2019 Graph Neural Network Semantic Parsing
Code Code Available A survey of cross-lingual features for zero-shot cross-lingual semantic parsing Aug 27, 2019 Cross-Lingual Word Embeddings Semantic Parsing
— Unverified Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing Aug 26, 2019 Semantic Parsing
Code Code Available Establishing Strong Baselines for the New Decade: Sequence Tagging, Syntactic and Semantic Parsing with BERT Aug 14, 2019 Part-Of-Speech Tagging Semantic Parsing
Code Code Available Interpolated Convolutional Networks for 3D Point Cloud Understanding Aug 13, 2019 3D Part Segmentation 3D Point Cloud Classification
— Unverified Fast and Accurate Capitalization and Punctuation for Automatic Speech Recognition Using Transformer and Chunk Merging Aug 7, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Grammatical Sequence Prediction for Real-Time Neural Semantic Parsing Jul 25, 2019 Prediction Semantic Parsing
— Unverified Syntax-aware Neural Semantic Role Labeling Jul 22, 2019 Semantic Parsing Semantic Role Labeling
Code Code Available Semantic Parsing with Dual Learning Jul 10, 2019 Natural Language Queries Semantic Parsing
Code Code Available Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss Jul 6, 2019 Machine Translation Semantic Parsing
Code Code Available A Comparative Analysis of Knowledge-Intensive and Data-Intensive Semantic Parsers Jul 4, 2019 Semantic Parsing
— Unverified Neural Semantic Parsing with Anonymization for Command Understanding in General-Purpose Service Robots Jul 2, 2019 Semantic Parsing Word Embeddings
Code Code Available Latent Structure Models for Natural Language Processing Jul 1, 2019 Language Modeling Language Modelling
— Unverified 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 Complex Question Decomposition for Semantic Parsing Jul 1, 2019 Semantic Parsing
Code Code Available Semantic expressive capacity with bounded memory Jun 27, 2019 Semantic Parsing
— Unverified Compositional Semantic Parsing Across Graphbanks Jun 27, 2019 Multi-Task Learning 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 Context Dependent Semantic Parsing over Temporally Structured Data Jun 1, 2019 Decoder Semantic Parsing
— Unverified Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering Jun 1, 2019 Question Answering Reading Comprehension
— 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 Content Differences in Syntactic and Semantic Representation Jun 1, 2019 Semantic Parsing UCCA Parsing
Code Code Available 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 Iterative Search for Weakly Supervised Semantic Parsing Jun 1, 2019 Semantic Parsing Visual Reasoning
— Unverified T\"upa at SemEval-2019 Task1: (Almost) feature-free Semantic Parsing Jun 1, 2019 All Data Augmentation
— 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 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 Multi-Task Learning for Semantic Parsing with Cross-Domain Sketch May 1, 2019 Decoder Multi-Task Learning
— Unverified Proceedings of the IWCS Shared Task on Semantic Parsing May 1, 2019 Semantic Parsing
— Unverified Questions in Dependent Type Semantics May 1, 2019 Natural Language Inference RTE
— Unverified Linguistic Information in Neural Semantic Parsing with Multiple Encoders May 1, 2019 DRS Parsing Machine Translation
— Unverified Context-Dependent Semantic Parsing over Temporally Structured Data May 1, 2019 Decoder Semantic Parsing
Code Code Available Transition-based DRS Parsing Using Stack-LSTMs May 1, 2019 DRS Parsing Semantic Parsing
— Unverified The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Apr 26, 2019 Image-text Retrieval Object
Code Code Available 