Stephen Clark

Quantum Recurrent Architectures for Text Classification EMNLP 2024 Grounded Language Learning Fast and Slow ICLR 2021 Representation Learning for Type-Driven Composition EMNLP 2020 Learning to Segment Actions from Observation and Narration ACL 2020 Environmental drivers of systematicity and generalization in a situated agent ICLR 2020 Representation Learning for Type-Driven Composition CONLL 2020 Probing Emergent Semantics in Predictive Agents via Question Answering ICML 2020 Scalable Syntax-Aware Language Models Using Knowledge Distillation ACL 2019 Neural Generative Rhetorical Structure Parsing IJCNLP 2019 Factorising AMR generation through syntax NAACL 2019 Neural Generative Rhetorical Structure Parsing EMNLP 2019 LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better ACL 2018 Emergent Communication through Negotiation ICLR 2018 Emergence of Linguistic Communication from Referential Games with Symbolic and Pixel Input ICLR 2018 Latent Tree Learning with Differentiable Parsers: Shift-Reduce Parsing and Chart Parsing ACL 2018 Latent Variable Dialogue Models and their Diversity EACL 2017 Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain EMNLP 2017 Modelling metaphor with attribute-based semantics EACL 2017 Multi-Modal Representations for Improved Bilingual Lexicon Learning ACL 2016 Vision and Feature Norms: Improving automatic feature norm learning through cross-modal maps NAACL 2016 Comparing Data Sources and Architectures for Deep Visual Representation Learning in Semantics EMNLP 2016 Expected F-Measure Training for Shift-Reduce Parsing with Recurrent Neural Networks NAACL 2016 CCG Supertagging with a Recurrent Neural Network IJCNLP 2015 Low-Rank Tensors for Verbs in Compositional Distributional Semantics IJCNLP 2015 Low-Rank Tensors for Verbs in Compositional Distributional Semantics ACL 2015 Exploiting Image Generality for Lexical Entailment Detection ACL 2015 Exploiting Image Generality for Lexical Entailment Detection IJCNLP 2015 Grounding Semantics in Olfactory Perception IJCNLP 2015 Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception EMNLP 2015 Learning Adjective Meanings with a Tensor-Based Skip-Gram Model CONLL 2015 Specializing Word Embeddings for Similarity or Relatedness EMNLP 2015 Visual Bilingual Lexicon Induction with Transferred ConvNet Features EMNLP 2015 Grounding Semantics in Olfactory Perception ACL 2015 CCG Supertagging with a Recurrent Neural Network ACL 2015 Improving Distributional Semantic Vectors through Context Selection and Normalisation EACL 2014 Shift-Reduce CCG Parsing with a Dependency Model ACL 2014 Reducing Dimensions of Tensors in Type-Driven Distributional Semantics EMNLP 2014 Improving Multi-Modal Representations Using Image Dispersion: Why Less is Sometimes More ACL 2014 Semantic Parsing as Machine Translation ACL 2013 Detecting Compositionality of Multi-Word Expressions using Nearest Neighbours in Vector Space Models EMNLP 2013 The Secret’s in the Word Order: Text-to-Text Generation for Linguistic Steganography COLING 2012 Adjective Deletion for Linguistic Steganography and Secret Sharing COLING 2012 Syntax-Based Word Ordering Incorporating a Large-Scale Language Model EACL 2012 Shift-Reduce CCG Parsing ACL 2011 Syntax-Based Grammaticality Improvement using CCG and Guided Search EMNLP 2011 Practical Linguistic Steganography Using Contextual Synonym Substitution and Vertex Colour Coding EMNLP 2010 Proceedings of the ACL 2010 Conference Short Papers ACL 2010 A Fast Decoder for Joint Word Segmentation and POS-Tagging Using a Single Discriminative Model EMNLP 2010 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics ACL 2010 Faster Parsing by Supertagger Adaptation ACL 2010 Chart Pruning for Fast Lexicalised-Grammar Parsing COLING 2010 Cambridge: Parser Evaluation Using Textual Entailment by Grammatical Relation Comparison SEMEVAL 2010 Linguistic Steganography Using Automatically Generated Paraphrases NAACL 2010 Unbounded Dependency Recovery for Parser Evaluation EMNLP 2009 Comparing the Accuracy of CCG and Penn Treebank Parsers ACL 2009 Comparing the Accuracy of CCG and Penn Treebank Parsers IJCNLP 2009 Adapting a Lexicalized-Grammar Parser to Contrasting Domains EMNLP 2008 A Tale of Two Parsers: Investigating and Combining Graph-based and Transition-based Dependency Parsing EMNLP 2008 Joint Word Segmentation and POS Tagging Using a Single Perceptron ACL 2008 Linguistically Motivated Large-Scale NLP with C&C and Boxer ACL 2007 Chinese Segmentation with a Word-Based Perceptron Algorithm ACL 2007 Formalism-Independent Parser Evaluation with CCG and DepBank ACL 2007 Multi-Tagging for Lexicalized-Grammar Parsing ACL 2006 Multi-Tagging for Lexicalized-Grammar Parsing COLING 2006 Partial Training for a Lexicalized-Grammar Parser NAACL 2006 Wide-Coverage Semantic Representations from a CCG Parser COLING 2004 Object-Extraction and Question-Parsing using CCG EMNLP 2004 Parsing the WSJ Using CCG and Log-Linear Models ACL 2004 The Importance of Supertagging for Wide-Coverage CCG Parsing COLING 2004 Bootstrapping statistical parsers from small datasets EACL 2003 Log-Linear Models for Wide-Coverage CCG Parsing EMNLP 2003 Investigating GIS and Smoothing for Maximum Entropy Taggers EACL 2003 Language Independent NER using a Maximum Entropy Tagger CONLL 2003 Example Selection for Bootstrapping Statistical Parsers NAACL 2003 Bootstrapping POS-taggers using unlabelled data CONLL 2003 Building Deep Dependency Structures using a Wide-Coverage CCG Parser ACL 2002 Class-Based Probability Estimation Using a Semantic Hierarchy NAACL 2001 A Class-based Probabilistic approach to Structural Disambiguation COLING 2000