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Formalising Concepts as Grounded Abstractions

Jan 13, 2021
Stephen Clark, Alexander Lerchner, Tamara von Glehn, Olivier Tieleman, Richard Tanburn, Misha Dashevskiy, Matko Bosnjak


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Imitating Interactive Intelligence

Dec 10, 2020
Josh Abramson, Arun Ahuja, Arthur Brussee, Federico Carnevale, Mary Cassin, Stephen Clark, Andrew Dudzik, Petko Georgiev, Aurelia Guy, Tim Harley, Felix Hill, Alden Hung, Zachary Kenton, Jessica Landon, Timothy Lillicrap, Kory Mathewson, Alistair Muldal, Adam Santoro, Nikolay Savinov, Vikrant Varma, Greg Wayne, Nathaniel Wong, Chen Yan, Rui Zhu


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Grounded Language Learning Fast and Slow

Sep 15, 2020
Felix Hill, Olivier Tieleman, Tamara von Glehn, Nathaniel Wong, Hamza Merzic, Stephen Clark


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Probing Emergent Semantics in Predictive Agents via Question Answering

Jun 01, 2020
Abhishek Das, Federico Carnevale, Hamza Merzic, Laura Rimell, Rosalia Schneider, Josh Abramson, Alden Hung, Arun Ahuja, Stephen Clark, Gregory Wayne, Felix Hill

* ICML 2020 

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Learning to Segment Actions from Observation and Narration

May 07, 2020
Daniel Fried, Jean-Baptiste Alayrac, Phil Blunsom, Chris Dyer, Stephen Clark, Aida Nematzadeh

* ACL 2020 

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Emergent Systematic Generalization in a Situated Agent

Oct 28, 2019
Felix Hill, Andrew Lampinen, Rosalia Schneider, Stephen Clark, Matthew Botvinick, James L. McClelland, Adam Santoro


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Neural Generative Rhetorical Structure Parsing

Sep 24, 2019
Amandla Mabona, Laura Rimell, Stephen Clark, Andreas Vlachos

* EMNLP 2019 

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Scalable Syntax-Aware Language Models Using Knowledge Distillation

Jun 14, 2019
Adhiguna Kuncoro, Chris Dyer, Laura Rimell, Stephen Clark, Phil Blunsom

* ACL 2019 

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Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing and Chart Parsing

Jun 03, 2018
Jean Maillard, Stephen Clark

* ACL 2018 workshop on Relevance of Linguistic Structure in Neural Architectures for NLP 

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Generating syntactically varied realisations from AMR graphs

Apr 20, 2018
Kris Cao, Stephen Clark


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Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input

Apr 11, 2018
Angeliki Lazaridou, Karl Moritz Hermann, Karl Tuyls, Stephen Clark

* To appear at ICLR 2018 

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Emergent Communication through Negotiation

Apr 11, 2018
Kris Cao, Angeliki Lazaridou, Marc Lanctot, Joel Z Leibo, Karl Tuyls, Stephen Clark

* Published as a conference paper at ICLR 2018 

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Understanding Grounded Language Learning Agents

Oct 26, 2017
Felix Hill, Karl Moritz Hermann, Phil Blunsom, Stephen Clark


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Jointly Learning Sentence Embeddings and Syntax with Unsupervised Tree-LSTMs

May 25, 2017
Jean Maillard, Stephen Clark, Dani Yogatama


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Latent Variable Dialogue Models and their Diversity

Feb 20, 2017
Kris Cao, Stephen Clark

* Accepted at EACL 2017 

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Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research

Oct 24, 2016
Douwe Kiela, Luana Bulat, Anita L. Vero, Stephen Clark


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Using Sentence Plausibility to Learn the Semantics of Transitive Verbs

Dec 12, 2014
Tamara Polajnar, Laura Rimell, Stephen Clark

* Full updated paper for NIPS learning semantics workshop, with some minor errata fixed 

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The Frobenius anatomy of word meanings II: possessive relative pronouns

Jun 18, 2014
Mehrnoosh Sadrzadeh, Stephen Clark, Bob Coecke

* 40 pages, Journal of Logic and Computation, Essays dedicated to Roy Dyckhoff on the occasion of his retirement, S. Graham-Lengrand and D. Galmiche (eds.), 2014 

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The Frobenius anatomy of word meanings I: subject and object relative pronouns

Apr 21, 2014
Mehrnoosh Sadrzadeh, Stephen Clark, Bob Coecke

* Journal of Logic and Computation, Special Issue: The Incomputable, an Isaac Newton Institute Workshop, 23(6), pp.1293-1317, 2013 
* 31 pages 

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Learning Type-Driven Tensor-Based Meaning Representations

Feb 18, 2014
Tamara Polajnar, Luana Fagarasan, Stephen Clark

* Submitted as part of the open review process for ICLR'14. The paper contains 10 pages, 3 figures, 4 tables 

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A quantum teleportation inspired algorithm produces sentence meaning from word meaning and grammatical structure

Oct 11, 2013
Stephen Clark, Bob Coecke, Edward Grefenstette, Stephen Pulman, Mehrnoosh Sadrzadeh

* 10 pages, many pictures 

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Concrete Sentence Spaces for Compositional Distributional Models of Meaning

Dec 31, 2010
Edward Grefenstette, Mehrnoosh Sadrzadeh, Stephen Clark, Bob Coecke, Stephen Pulman

* Proceedings of the 9th International Conference on Computational Semantics (2011) 
* 10 pages, presented at the International Conference on Computational Semantics 2011 (IWCS'11), to be published in proceedings 

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Mathematical Foundations for a Compositional Distributional Model of Meaning

Mar 23, 2010
Bob Coecke, Mehrnoosh Sadrzadeh, Stephen Clark

* Lambek Festschirft, special issue of Linguistic Analysis, 2010. 
* to appear 

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