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Conversational Semantic Parsing for Dialog State Tracking

Oct 24, 2020
Jianpeng Cheng, Devang Agrawal, Hector Martinez Alonso, Shruti Bhargava, Joris Driesen, Federico Flego, Dain Kaplan, Dimitri Kartsaklis, Lin Li, Dhivya Piraviperumal, Jason D Williams, Hong Yu, Diarmuid O Seaghdha, Anders Johannsen

* Publish as a conference paper at EMNLP 2020 

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A Generative Model for Joint Natural Language Understanding and Generation

Jun 12, 2020
Bo-Hsiang Tseng, Jianpeng Cheng, Yimai Fang, David Vandyke

* The 58th Annual Meeting of the Association for Computational Linguistics, ACL2020 

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Building a Neural Semantic Parser from a Domain Ontology

Dec 25, 2018
Jianpeng Cheng, Siva Reddy, Mirella Lapata

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Dependency Grammar Induction with a Neural Variational Transition-based Parser

Nov 14, 2018
Bowen Li, Jianpeng Cheng, Yang Liu, Frank Keller

* AAAI-19 

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Weakly-supervised Neural Semantic Parsing with a Generative Ranker

Aug 23, 2018
Jianpeng Cheng, Mirella Lapata

* In EMNLP-CoNLL 2018 

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Learning an Executable Neural Semantic Parser

Aug 12, 2018
Jianpeng Cheng, Siva Reddy, Vijay Saraswat, Mirella Lapata

* In Journal of Computational Linguistics 

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Edina: Building an Open Domain Socialbot with Self-dialogues

Sep 28, 2017
Ben Krause, Marco Damonte, Mihai Dobre, Daniel Duma, Joachim Fainberg, Federico Fancellu, Emmanuel Kahembwe, Jianpeng Cheng, Bonnie Webber

* 10 pages; submitted to the 1st Proceedings of the Alexa Prize 

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A Generative Parser with a Discriminative Recognition Algorithm

Aug 17, 2017
Jianpeng Cheng, Adam Lopez, Mirella Lapata

* ACL 2017 

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Learning Structured Natural Language Representations for Semantic Parsing

Jun 14, 2017
Jianpeng Cheng, Siva Reddy, Vijay Saraswat, Mirella Lapata

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Dependency Parsing as Head Selection

Dec 22, 2016
Xingxing Zhang, Jianpeng Cheng, Mirella Lapata

* to appear in EACL 2017; Our code is available at 

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Long Short-Term Memory-Networks for Machine Reading

Sep 20, 2016
Jianpeng Cheng, Li Dong, Mirella Lapata

* Published as a conference paper at EMNLP 2016 

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Neural Summarization by Extracting Sentences and Words

Jul 01, 2016
Jianpeng Cheng, Mirella Lapata

* ACL2016 conference paper with appendix 

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Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning

Aug 13, 2015
Jianpeng Cheng, Dimitri Kartsaklis

* Accepted for presentation at EMNLP 2015 

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Investigating the Role of Prior Disambiguation in Deep-learning Compositional Models of Meaning

Nov 15, 2014
Jianpeng Cheng, Dimitri Kartsaklis, Edward Grefenstette

* NIPS 2014 

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