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 World Knowledge for Abstract Meaning Representation Parsing May 1, 2018 Abstract Meaning Representation AMR Parsing
— Unverified Integrating Generative Lexicon Event Structures into VerbNet May 1, 2018 Semantic Parsing Semantic Role Labeling
— Unverified Multitask Parsing Across Semantic Representations May 1, 2018 Semantic Parsing UCCA Parsing
Code Code Available An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols May 1, 2018 BIG-bench Machine Learning Reading Comprehension
— Unverified SPADE: Evaluation Dataset for Monolingual Phrase Alignment May 1, 2018 Machine Translation Paraphrase Identification
— Unverified Don't Annotate, but Validate: a Data-to-Text Method for Capturing Event Data May 1, 2018 Semantic Parsing
— Unverified Towards AMR-BR: A SemBank for Brazilian Portuguese Language May 1, 2018 Entity Linking Machine Reading Comprehension
— Unverified 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 Huge Automatically Extracted Training-Sets for Multilingual Word SenseDisambiguation May 1, 2018 Question Answering Semantic Parsing
— Unverified EventWiki: A Knowledge Base of Major Events May 1, 2018 Question Answering Semantic Parsing
— Unverified A Parser for LTAG and Frame Semantics May 1, 2018 Semantic Parsing
Code Code Available QUEST: A Natural Language Interface to Relational Databases May 1, 2018 Relation Extraction Semantic Parsing
— Unverified Semantic Parsing with Syntax- and Table-Aware SQL Generation Apr 23, 2018 Semantic Parsing
— Unverified Cross-lingual Semantic Parsing Apr 21, 2018 Semantic Parsing
— Unverified Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing Apr 21, 2018 Form Semantic Parsing
Code Code Available Learning Joint Semantic Parsers from Disjoint Data Apr 17, 2018 Dependency Parsing Semantic Dependency Parsing
Code Code Available Human Semantic Parsing for Person Re-identification Mar 31, 2018 Person Re-Identification Representation Learning
— Unverified Polyglot Semantic Parsing in APIs Mar 19, 2018 Semantic Parsing Translation
Code Code Available Semantic Parsing Natural Language into SPARQL: Improving Target Language Representation with Neural Attention Mar 12, 2018 Semantic Parsing Sentence
— Unverified Cache Transition Systems for Graph Parsing Mar 1, 2018 Dependency Parsing Semantic Parsing
— Unverified AMUSE: Multilingual Semantic Parsing for Question Answering over Linked Data Feb 26, 2018 Form Knowledge Base Question Answering
Code Code Available From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations Jan 1, 2018 Semantic Composition Semantic Parsing
Code Code Available Beyond Word Embeddings: Learning Entity and Concept Representations from Large Scale Knowledge Bases Jan 1, 2018 Semantic Parsing Word Embeddings
— Unverified Vietnamese Semantic Role Labelling Nov 28, 2017 Semantic Parsing
Code Code Available Weakly-supervised Semantic Parsing with Abstract Examples Nov 14, 2017 Semantic Parsing Visual Reasoning
Code Code Available The Challenge of Composition in Distributional and Formal Semantics Nov 1, 2017 Natural Language Inference Semantic Composition
— Unverified Improving Black-box Speech Recognition using Semantic Parsing Nov 1, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified SLING: A framework for frame semantic parsing Oct 19, 2017 Semantic Frame Parsing Semantic Parsing
Code Code Available Towards Universal Semantic Tagging Sep 29, 2017 Semantic Parsing
— Unverified Training an adaptive dialogue policy for interactive learning of visually grounded word meanings Sep 29, 2017 Semantic Parsing
— Unverified Object-oriented Neural Programming (OONP) for Document Understanding Sep 26, 2017 document understanding Object
— Unverified Abductive Matching in Question Answering Sep 10, 2017 BIG-bench Machine Learning Question Answering
— Unverified A Unified Framework for Structured Prediction: From Theory to Practice Sep 1, 2017 AMR Parsing Chunking
— Unverified A Joint Sequential and Relational Model for Frame-Semantic Parsing Sep 1, 2017 Knowledge Distillation Machine Translation
— Unverified QUINT: Interpretable Question Answering over Knowledge Bases Sep 1, 2017 Named Entity Recognition (NER) Question Answering
— Unverified Evaluating Hierarchies of Verb Argument Structure with Hierarchical Clustering Sep 1, 2017 Clustering Language Acquisition
— Unverified Neural Semantic Parsing with Type Constraints for Semi-Structured Tables Sep 1, 2017 Decoder Entity Linking
Code Code Available Recovering Question Answering Errors via Query Revision Sep 1, 2017 Question Answering Semantic Parsing
— Unverified Deep Neural Solver for Math Word Problems Sep 1, 2017 Feature Engineering Machine Translation
— Unverified Dealing with Co-reference in Neural Semantic Parsing Sep 1, 2017 AMR Parsing Semantic Parsing
Code Code Available Cross-Lingual SRL Based upon Universal Dependencies Sep 1, 2017 Semantic Parsing Semantic Role Labeling
— Unverified A Statistical Machine Translation Model with Forest-to-Tree Algorithm for Semantic Parsing Sep 1, 2017 Machine Translation Semantic Parsing
— Unverified Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision Sep 1, 2017 Dependency Parsing named-entity-recognition
— Unverified Joint Concept Learning and Semantic Parsing from Natural Language Explanations Sep 1, 2017 General Classification Semantic Parsing
— Unverified Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers Sep 1, 2017 coreference-resolution Coreference Resolution
— Unverified Embedded Semantic Lexicon Induction with Joint Global and Local Optimization Aug 1, 2017 Clustering Question Answering
— Unverified Semantic Frames and Visual Scenes: Learning Semantic Role Inventories from Image and Video Descriptions Aug 1, 2017 Clustering Semantic Parsing
— Unverified 