Stephen Clark

Orcid: 0000-0002-7819-4744

According to our database1, Stephen Clark authored at least 131 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
From conceptual spaces to quantum concepts: formalising and learning structured conceptual models.
Quantum Mach. Intell., June, 2024

Peptide binding classification on quantum computers.
Quantum Mach. Intell., June, 2024

Towards Compositional Interpretability for XAI.
CoRR, 2024

Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review.
CoRR, 2024

Quantum Recurrent Architectures for Text Classification.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023
Formalising and Learning a Quantum Model of Concepts.
CoRR, 2023

A Quantum Model of Concepts.
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022
The Conceptual VAE.
CoRR, 2022

2021
lambeq: An Efficient High-Level Python Library for Quantum NLP.
CoRR, 2021

Something Old, Something New: Grammar-based CCG Parsing with Transformer Models.
CoRR, 2021

Formalising Concepts as Grounded Abstractions.
CoRR, 2021

Grounded Language Learning Fast and Slow.
Proceedings of the 9th International Conference on Learning Representations, 2021

2020
Imitating Interactive Intelligence.
CoRR, 2020

Probing Emergent Semantics in Predictive Agents via Question Answering.
Proceedings of the 37th International Conference on Machine Learning, 2020

Environmental drivers of systematicity and generalization in a situated agent.
Proceedings of the 8th International Conference on Learning Representations, 2020

Representation Learning for Type-Driven Composition.
Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Simulating Early Word Learning in Situated Connectionist Agents.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Learning to Personalize for Web Search Sessions.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Learning to Segment Actions from Observation and Narration.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Jointly learning sentence embeddings and syntax with unsupervised Tree-LSTMs.
Nat. Lang. Eng., 2019

Emergent Systematic Generalization in a Situated Agent.
CoRR, 2019

Factorising AMR generation through syntax.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Augmenting LIDC dataset using 3D generative adversarial networks to improve lung nodule detection.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Neural Generative Rhetorical Structure Parsing.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Scalable Syntax-Aware Language Models Using Knowledge Distillation.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing and Chart Parsing.
CoRR, 2018

Generating syntactically varied realisations from AMR graphs.
CoRR, 2018

Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input.
Proceedings of the 6th International Conference on Learning Representations, 2018

Emergent Communication through Negotiation.
Proceedings of the 6th International Conference on Learning Representations, 2018

LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Visually Grounded and Textual Semantic Models Differentially Decode Brain Activity Associated with Concrete and Abstract Nouns.
Trans. Assoc. Comput. Linguistics, 2017

Learning Neural Audio Embeddings for Grounding Semantics in Auditory Perception.
J. Artif. Intell. Res., 2017

Understanding Grounded Language Learning Agents.
CoRR, 2017

Introducing Structure into Neural Network-Based Semantic Models.
Proceedings of the 15th Meeting on the Mathematics of Language, 2017

Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Modelling metaphor with attribute-based semantics.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Latent Variable Dialogue Models and their Diversity.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016
The Frobenius anatomy of word meanings II: possessive relative pronouns.
J. Log. Comput., 2016

Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research.
CoRR, 2016

RELPRON: A Relative Clause Evaluation Data Set for Compositional Distributional Semantics.
Comput. Linguistics, 2016

Expected F-Measure Training for Shift-Reduce Parsing with Recurrent Neural Networks.
Proceedings of the NAACL HLT 2016, 2016

Vision and Feature Norms: Improving automatic feature norm learning through cross-modal maps.
Proceedings of the NAACL HLT 2016, 2016

Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Multi-Modal Representations for Improved Bilingual Lexicon Learning.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

What Happens Next? Event Prediction Using a Compositional Neural Network Model.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Discriminative Syntax-Based Word Ordering for Text Generation.
Comput. Linguistics, 2015

From distributional semantics to feature norms: grounding semantic models in human perceptual data.
Proceedings of the 11th International Conference on Computational Semantics, 2015

An Exploration of Discourse-Based Sentence Spaces for Compositional Distributional Semantics.
Proceedings of the First Workshop on Linking Computational Models of Lexical, 2015

Visual Bilingual Lexicon Induction with Transferred ConvNet Features.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Specializing Word Embeddings for Similarity or Relatedness.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Learning Adjective Meanings with a Tensor-Based Skip-Gram Model.
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

CCG Supertagging with a Recurrent Neural Network.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Exploiting Image Generality for Lexical Entailment Detection.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Grounding Semantics in Olfactory Perception.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Low-Rank Tensors for Verbs in Compositional Distributional Semantics.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
A New Corpus and Imitation Learning Framework for Context-Dependent Semantic Parsing.
Trans. Assoc. Comput. Linguistics, 2014

Using Sentence Plausibility to Learn the Semantics of Transitive Verbs.
CoRR, 2014

Practical Linguistic Steganography using Contextual Synonym Substitution and a Novel Vertex Coding Method.
Comput. Linguistics, 2014

Learning to Identify Historical Figures for Timeline Creation from Wikipedia Articles.
Proceedings of the Social Informatics - SocInfo 2014 International Workshops, Barcelona, 2014

Evaluation of Simple Distributional Compositional Operations on Longer Texts.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Baseline Methods for Automated Fictional Ideation.
Proceedings of the Fifth International Conference on Computational Creativity, 2014

Reducing Dimensions of Tensors in Type-Driven Distributional Semantics.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Learning a Theory of Marriage (and Other Relations) from a Web Corpus.
Proceedings of the Advances in Information Retrieval, 2014

Improving Distributional Semantic Vectors through Context Selection and Normalisation.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Shift-Reduce CCG Parsing with a Dependency Model.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Improving Multi-Modal Representations Using Image Dispersion: Why Less is Sometimes More.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

A Systematic Study of Semantic Vector Space Model Parameters.
Proceedings of the 2nd Workshop on Continuous Vector Space Models and their Compositionality, 2014

2013
The Frobenius anatomy of word meanings I: subject and object relative pronouns.
J. Log. Comput., 2013

A quantum teleportation inspired algorithm produces sentence meaning from word meaning and grammatical structure
CoRR, 2013

Learning Type-Driven Tensor-Based Meaning Representations.
CoRR, 2013

Getting Creative with Semantic Similarity.
Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013

The Frobenius Anatomy of Relative Pronouns.
Proceedings of the 13th Meeting on the Mathematics of Language, 2013

Detecting Compositionality of Multi-Word Expressions using Nearest Neighbours in Vector Space Models.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Semantic Parsing as Machine Translation.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Type-Driven Syntax and Semantics for Composing Meaning Vectors.
Proceedings of the Quantum Physics and Linguistics, 2013

2012
Talking Places: Modelling and Analysing Linguistic Content in Foursquare.
Proceedings of the 2012 International Conference on Privacy, 2012

Syntax-Based Word Ordering Incorporating a Large-Scale Language Model.
Proceedings of the EACL 2012, 2012

The Secret's in the Word Order: Text-to-Text Generation for Linguistic Steganography.
Proceedings of the COLING 2012, 2012

Adjective Deletion for Linguistic Steganography and Secret Sharing.
Proceedings of the COLING 2012, 2012

2011
Syntactic Processing Using the Generalized Perceptron and Beam Search.
Comput. Linguistics, 2011

Concrete Sentence Spaces for Compositional Distributional Models of Meaning.
Proceedings of the Ninth International Conference on Computational Semantics, 2011

Syntax-Based Grammaticality Improvement using CCG and Guided Search.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Shift-Reduce CCG Parsing.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
Mathematical Foundations for a Compositional Distributional Model of Meaning
CoRR, 2010

On a Weyl-Titchmarsh theory for discrete symplectic systems on a half line.
Appl. Math. Comput., 2010

Cambridge: Parser Evaluation Using Textual Entailment by Grammatical Relation Comparison.
Proceedings of the 5th International Workshop on Semantic Evaluation, 2010

Linguistic Steganography Using Automatically Generated Paraphrases.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Automated Collage Generation - With Intent.
Proceedings of the International Conference on Computational Creativity, 2010

A Fast Decoder for Joint Word Segmentation and POS-Tagging Using a Single Discriminative Model.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Practical Linguistic Steganography Using Contextual Synonym Substitution and Vertex Colour Coding.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Chart Pruning for Fast Lexicalised-Grammar Parsing.
Proceedings of the COLING 2010, 2010

Faster Parsing by Supertagger Adaptation.
Proceedings of the ACL 2010, 2010

2009
Porting a lexicalized-grammar parser to the biomedical domain.
J. Biomed. Informatics, 2009

Transition-Based Parsing of the Chinese Treebank using a Global Discriminative Model.
Proceedings of the 11th International Workshop on Parsing Technologies (IWPT-2009), 2009

Unbounded Dependency Recovery for Parser Evaluation.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Comparing the Accuracy of CCG and Penn Treebank Parsers.
Proceedings of the ACL 2009, 2009

2008
Asknet: Creating and Evaluating Large Scale Integrated Semantic Networks.
Int. J. Semantic Comput., 2008

A Tale of Two Parsers: Investigating and Combining Graph-based and Transition-based Dependency Parsing.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Adapting a Lexicalized-Grammar Parser to Contrasting Domains.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

Constructing a Parser Evaluation Scheme.
Proceedings of the workshop on Cross-Framework and Cross-Domain Parser Evaluation@COLING 2008, 2008

Joint Word Segmentation and POS Tagging Using a Single Perceptron.
Proceedings of the ACL 2008, 2008

2007
Best Practices for Automated Traceability.
Computer, 2007

Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear Models.
Comput. Linguistics, 2007

Improving the Efficiency of a Wide-Coverage CCG Parser.
Proceedings of the Tenth International Conference on Parsing Technologies, 2007

Chinese Segmentation with a Word-Based Perceptron Algorithm.
Proceedings of the ACL 2007, 2007

Linguistically Motivated Large-Scale NLP with C&C and Boxer.
Proceedings of the ACL 2007, 2007

Formalism-Independent Parser Evaluation with CCG and DepBank.
Proceedings of the ACL 2007, 2007

Combining Symbolic and Distributional Models of Meaning.
Proceedings of the Quantum Interaction, 2007

ASKNet: Automated Semantic Knowledge Network.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Partial Training for a Lexicalized-Grammar Parser.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Multi-Tagging for Lexicalized-Grammar Parsing.
Proceedings of the ACL 2006, 2006

2004
Question Answering with QED and Wee at TREC 2004.
Proceedings of the Thirteenth Text REtrieval Conference, 2004

Object-Extraction and Question-Parsing using CCG.
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004

The Importance of Supertagging for Wide-Coverage CCG Parsing.
Proceedings of the COLING 2004, 2004

Wide-Coverage Semantic Representations from a CCG Parser.
Proceedings of the COLING 2004, 2004

Parsing the WSJ Using CCG and Log-Linear Models.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

2003
QED: The Edinburgh TREC-2003 Question Answering System.
Proceedings of The Twelfth Text REtrieval Conference, 2003

Example Selection for Bootstrapping Statistical Parsers.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

Log-Linear Models for Wide-Coverage CCG Parsing.
Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2003

Bootstrapping statistical parsers from small datasets.
Proceedings of the EACL 2003, 2003

Investigating GIS and Smoothing for Maximum Entropy Taggers.
Proceedings of the EACL 2003, 2003

Language Independent NER using a Maximum Entropy Tagger.
Proceedings of the Seventh Conference on Natural Language Learning, 2003

Bootstrapping POS-taggers using unlabelled data.
Proceedings of the Seventh Conference on Natural Language Learning, 2003

2002
Class-Based Probability Estimation Using a Semantic Hierarchy.
Comput. Linguistics, 2002

Supertagging for Combinatory Categorial Grammar.
Proceedings of the Sixth International Workshop on Tree Adjoining Grammar and Related Frameworks, 2002

Informing Flexible Abbreviation Expansion for Users with Motor Disabilities.
Proceedings of the Computers Helping People with Special Needs, 2002

Building Deep Dependency Structures using a Wide-Coverage CCG Parser.
Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002

2000
Stability Radius and Internal Versus External Stability in Banach Spaces: An Evolution Semigroup Approach.
SIAM J. Control. Optim., 2000

A Class-based Probabilistic approach to Structural Disambiguation.
Proceedings of the COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31, 2000

1999
An Iterative Approach to Estimating Frequencies over a Semantic Hierarchy.
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 1999


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