Towards AMR-BR: A SemBank for Brazilian Portuguese Language May 1, 2018 Entity Linking Machine Reading Comprehension
— Unverified SPADE: Evaluation Dataset for Monolingual Phrase Alignment May 1, 2018 Machine Translation Paraphrase Identification
— Unverified EventWiki: A Knowledge Base of Major Events May 1, 2018 Question Answering Semantic Parsing
— Unverified Integrating Generative Lexicon Event Structures into VerbNet May 1, 2018 Semantic Parsing Semantic Role Labeling
— Unverified Huge Automatically Extracted Training-Sets for Multilingual Word SenseDisambiguation May 1, 2018 Question Answering Semantic Parsing
— 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 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 NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System Feb 25, 2018 Semantic Parsing
Code Code Available Evaluating Scoped Meaning Representations Feb 23, 2018 Natural Language Understanding Negation
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 Training an adaptive dialogue policy for interactive learning of visually grounded word meanings Sep 29, 2017 Semantic Parsing
— Unverified Towards Universal Semantic Tagging 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 Statistical Machine Translation Model with Forest-to-Tree Algorithm for Semantic Parsing Sep 1, 2017 Machine Translation Semantic Parsing
— Unverified Cross-Lingual SRL Based upon Universal Dependencies Sep 1, 2017 Semantic Parsing Semantic Role Labeling
— Unverified Dealing with Co-reference in Neural Semantic Parsing Sep 1, 2017 AMR Parsing Semantic Parsing
Code Code Available Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision Sep 1, 2017 Dependency Parsing named-entity-recognition
— Unverified Evaluating Hierarchies of Verb Argument Structure with Hierarchical Clustering Sep 1, 2017 Clustering Language Acquisition
— 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 A Joint Sequential and Relational Model for Frame-Semantic Parsing Sep 1, 2017 Knowledge Distillation Machine Translation
— Unverified Neural Semantic Parsing with Type Constraints for Semi-Structured Tables Sep 1, 2017 Decoder Entity Linking
Code Code Available QUINT: Interpretable Question Answering over Knowledge Bases Sep 1, 2017 Named Entity Recognition (NER) Question Answering
— Unverified Deep Neural Solver for Math Word Problems Sep 1, 2017 Feature Engineering Machine Translation
— Unverified Recovering Question Answering Errors via Query Revision Sep 1, 2017 Question Answering Semantic Parsing
— Unverified SPARQL as a Foreign Language Aug 25, 2017 Graph Question Answering Knowledge Base Question Answering
Code Code Available How Would You Say It? Eliciting Lexically Diverse Dialogue for Supervised Semantic Parsing Aug 1, 2017 Semantic Parsing
— Unverified Representations of Time Expressions for Temporal Relation Extraction with Convolutional Neural Networks Aug 1, 2017 Relation Relation Extraction
— Unverified Towards Problem Solving Agents that Communicate and Learn Aug 1, 2017 Semantic Parsing
— Unverified Multilingual Semantic Parsing And Code-Switching Aug 1, 2017 Domain Adaptation Semantic Parsing
Code Code Available Learning What is Essential in Questions Aug 1, 2017 Information Retrieval Question Answering
Code Code Available Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks Aug 1, 2017 Cross-Lingual Transfer Dependency Parsing
— Unverified SemEval-2017 Task 11: End-User Development using Natural Language Aug 1, 2017 Semantic Parsing
— Unverified 