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10/24/2020
Conversational Semantic Parsing for Dialog State Tracking
We consider a new perspective on dialog state tracking (DST), the task o...
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06/12/2020
A Generative Model for Joint Natural Language Understanding and Generation
Natural language understanding (NLU) and natural language generation (NL...
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12/25/2018
Building a Neural Semantic Parser from a Domain Ontology
Semantic parsing is the task of converting natural language utterances i...
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11/14/2018
Dependency Grammar Induction with a Neural Variational Transition-based Parser
Dependency grammar induction is the task of learning dependency syntax w...
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08/23/2018
Weakly-supervised Neural Semantic Parsing with a Generative Ranker
Weakly-supervised semantic parsers are trained on utterance-denotation p...
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11/14/2017
Learning an Executable Neural Semantic Parser
This paper describes a neural semantic parser that maps natural language...
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09/28/2017
Edina: Building an Open Domain Socialbot with Self-dialogues
We present Edina, the University of Edinburgh's social bot for the Amazo...
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08/01/2017
A Generative Parser with a Discriminative Recognition Algorithm
Generative models defining joint distributions over parse trees and sent...
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04/27/2017
Learning Structured Natural Language Representations for Semantic Parsing
We introduce a neural semantic parser that converts natural language utt...
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06/03/2016
Dependency Parsing as Head Selection
Conventional graph-based dependency parsers guarantee a tree structure b...
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03/23/2016
Neural Summarization by Extracting Sentences and Words
Traditional approaches to extractive summarization rely heavily on human...
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01/25/2016
Long Short-Term Memory-Networks for Machine Reading
In this paper we address the question of how to render sequence-level ne...
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08/10/2015