← Authors

Stephen Clark

78 papers · 2000–2024 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (41) 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (7) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (24) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (24) 🌱 Topic Pioneer 🧬 Topic Evolution 🀝 Dynamic Duo (12) πŸ’Ž Century Club (78) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (84) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (16)

Conferences

ACL (24) EMNLP (18) COLING (7) NAACL (7) EACL (6) IJCNLP (6) CONLL (4) ICLR (4) ICML (1) SEMEVAL (1)

Top co-authors

Douwe Kiela (12) James R. Curran (11) Laura Rimell (10) Yue Zhang (9) Mark Steedman (6) James Curran (6) Felix Hill (5) Luana Bulat (5) Wenduan Xu (5) Tamara Polajnar (4)

Keywords

syntactic structure (3) generative model (3) representation learning (3) multilinear map (2) neural network (2) rnn grammar (2) grammatical type (2) word embedding (2) compositional semantics (2) syntactic parsing (2) combinatory categorial grammar (2) document-level parsing (2) type-driven composition (2) skipgram algorithm (2) recurrent neural network (2) sentence representation (2) language model (2) beam search (2) rhetorical structure parsing (2) abstract meaning representation (1)

Papers

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