The Grammar of Sense: Is word-sense tagging much more than part-of-speech tagging? - Yorick Wilks; Mark Stevenson 001 (CoRR, 1996)

Sense Tagging: Semantic Tagging with a Lexicon - Yorick Wilks; Mark Stevenson 001 (CoRR, 1997)

Word Sense Disambiguation using Optimised Combinations of Knowledge Sources. - Yorick Wilks; Mark Stevenson 001 (COLING-ACL, 1998)

Implementing a Sense Tagger in a General Architecture for Text Engineering. - Hamish Cunningham; Mark Stevenson 001; Yorick Wilks (CoNLL, 1998)

Sense Tagging and Language Engineering. - Mark Stevenson 001; Hamish Cunningham; Yorick Wilks (ECAI, 1998)

The grammar of sense: Using part-of-speech tags as a first step in semantic disambiguation. - Yorick Wilks; Mark Stevenson 001 (Nat. Lang. Eng., 1998)

Combining Weak Knowledge Sources for Sense Disambiguation. - Mark Stevenson 001; Yorick Wilks (IJCAI, 1999)

Experiments on Sentence Boundary Detection. - Mark Stevenson 001; Robert J. Gaizauskas (ANLP, 2000)

Using Corpus-derived Name Lists for Named Entity Recognition. - Mark Stevenson 001; Robert J. Gaizauskas (ANLP, 2000)

The Interaction of Knowledge Sources in Word Sense Disambiguation. - Mark Stevenson 001; Yorick Wilks (Comput. Linguistics, 2001)

Cross-Language Information Retrieval Using EuroWordNet and Word Sense Disambiguation. - Paul D. Clough; Mark Stevenson 001 (ECIR, 2004)

EuroWordNet as a Resource for Cross-language Information Retrieval. - Mark Stevenson 001; Paul D. Clough (LREC, 2004)

A Semantic Approach to IE Pattern Induction. - Mark Stevenson 001; Mark A. Greenwood (ACL, 2005)

Ali Farghlay, editor. Handbook for Language Engineers (CSLI Lecture Notes, No 164). CSLI Publications, Stanford, California. ISBN 1-57586-395-2 £17.50/$25 (paperback), 1-57586-390-0 £44/$62.50 (hardback). xi + 422 pages. - Mark Stevenson 001 (Nat. Lang. Eng., 2005)

Exploiting Rules for Word Sense Disambiguation in Machine Translation. - Lucia Specia; Maria das Graças Volpe Nunes; Mark Stevenson 001 (Proces. del Leng. Natural, 2005)

Translation Context Sensitive WSD. - Lucia Specia; Maria das Graças Volpe Nunes; Mark Stevenson 001 (EAMT, 2006)

The Need for Application-Dependent WSD Strategies: A Case Study in MT. - Lucia Specia; Gabriela Castelo Branco Ribeiro; Maria das Graças Volpe Nunes; Mark Stevenson 001 (PROPOR, 2006)

The University of Sheffield's TREC 2006 Q&A Experiments. - Mark A. Greenwood; Mark Stevenson 001; Robert J. Gaizauskas (TREC, 2006)

Fact distribution in Information Extraction. - Mark Stevenson 001 (Lang. Resour. Evaluation, 2006)

Learning Expressive Models for Word Sense Disambiguation. - Lucia Specia; Mark Stevenson 001; Maria das Graças Volpe Nunes (ACL, 2007)

Knowledge Sources for Word Sense Disambiguation of Biomedical Text. - Mark Stevenson 001; Yikun Guo; Robert J. Gaizauskas; David Martínez 001 (BioNLP, 2008)

Acquiring Sense Tagged Examples using Relevance Feedback. - Mark Stevenson 001; Yikun Guo; Robert J. Gaizauskas (COLING, 2008)

Disambiguation of biomedical text using diverse sources of information. - Mark Stevenson 001; Yikun Guo; Robert J. Gaizauskas; David Martínez 001 (BMC Bioinform., 2008)

Disambiguation of Biomedical Abbreviations. - Mark Stevenson 001; Yikun Guo; Abdulaziz Alamri; Robert J. Gaizauskas (BioNLP@HLT-NAACL, 2009)

Improving Summarization of Biomedical Documents Using Word Sense Disambiguation. - Laura Plaza; Mark Stevenson 001; Alberto Díaz 001 (BioNLP@ACL, 2010)

University of Sheffield - Lab Report for PAN at CLEF 2010. - Rao Muhammad Adeel Nawab; Mark Stevenson 001; Paul D. Clough (CLEF (Notebook Papers/LABs/Workshops), 2010)

Graph-based Word Sense Disambiguation of biomedical documents. - Eneko Agirre; Aitor Soroa; Mark Stevenson 001 (Bioinform., 2010)

Disambiguation of ambiguous biomedical terms using examples generated from the UMLS Metathesaurus. - Mark Stevenson 001; Yikun Guo (J. Biomed. Informatics, 2010)

Disambiguation in the biomedical domain: The role of ambiguity type. - Mark Stevenson 001; Yikun Guo (J. Biomed. Informatics, 2010)

Assessing the contribution of shallow and deep knowledge sources for word sense disambiguation. - Lucia Specia; Mark Stevenson 001; Maria das Graças Volpe Nunes (Lang. Resour. Evaluation, 2010)

External Plagiarism Detection using Information Retrieval and Sequence Alignment - Notebook for PAN at CLEF 2011. - Rao Muhammad Adeel Nawab; Mark Stevenson 001; Paul D. Clough (CLEF (Notebook Papers/Labs/Workshop), 2011)

PAN@FIRE: Overview of the Cross-Language !ndian Text Re-Use Detection Competition. - Alberto Barrón-Cedeño; Paolo Rosso; Sobha Lalitha Devi; Paul D. Clough; Mark Stevenson 001 (FIRE, 2011)

Developing a corpus of plagiarised short answers. - Paul D. Clough; Mark Stevenson 001 (Lang. Resour. Evaluation, 2011)

The Sheffield and Basque Country Universities Entry to CHiC: Using Random Walks and Similarity to Access Cultural Heritage. - Eneko Agirre; Paul D. Clough; Samuel Fernando; Mark M. Hall; Arantxa Otegi; Mark Stevenson 001 (CLEF (Online Working Notes/Labs/Workshop), 2012)

Comparing Taxonomies for Organising Collections of Documents. - Samuel Fernando; Mark M. Hall; Eneko Agirre; Aitor Soroa; Paul D. Clough; Mark Stevenson 001 (COLING, 2012)

Retrieving Candidate Plagiarised Documents Using Query Expansion. - Rao Muhammad Adeel Nawab; Mark Stevenson 001; Paul D. Clough (ECIR, 2012)

PATHS - Exploring Digital Cultural Heritage Spaces. - Mark M. Hall; Eneko Agirre; Nikolaos Aletras; Runar Bergheim; Konstantinos Chandrinos; Paul D. Clough; Samuel Fernando; Kate Fernie; Paula Goodale; Jillian Griffiths; Oier Lopez de Lacalle; Andrea de Polo; et al. (TPDL, 2012)

Evaluating the Use of Clustering for Automatically Organising Digital Library Collections. - Mark M. Hall; Paul D. Clough; Mark Stevenson 001 (TPDL, 2012)

User-Centred Design to Support Exploration and Path Creation in Cultural Heritage Collections. - Paula Goodale; Paul D. Clough; Nigel Ford; Mark M. Hall; Mark Stevenson 001; Samuel Fernando; Nikolaos Aletras; Kate Fernie; Phil Archer; Andrea de Polo (EuroHCIR, 2012)

Search-Based Test Input Generation for String Data Types Using the Results of Web Queries. - Phil McMinn; Muzammil Shahbaz; Mark Stevenson 001 (ICST, 2012)

Matching Cultural Heritage items to Wikipedia. - Eneko Agirre; Ander Barrena; Oier Lopez de Lacalle; Aitor Soroa; Samuel Fernando; Mark Stevenson 001 (LREC, 2012)

Automated Discovery of Valid Test Strings from the Web Using Dynamic Regular Expressions Collation and Natural Language Processing. - Muzammil Shahbaz; Phil McMinn; Mark Stevenson 001 (QSIC, 2012)

Detecting Text Reuse with Modified and Weighted N-grams. - Rao Muhammad Adeel Nawab; Mark Stevenson 001; Paul D. Clough (*SEM@NAACL-HLT, 2012)

PATHS: Personalising access to cultural heritage spaces. - Kate Fernie; Jillian Griffiths; Mark Stevenson 001; Paul D. Clough; Paula Goodale; Mark M. Hall; Phil Archer; Konstantinos Chandrinos; Eneko Agirre; Oier Lopez de Lacalle; Andrea de Polo; Runar Bergheim (VSMM, 2012)

Resolving ambiguity in biomedical text to improve summarization. - Laura Plaza; Mark Stevenson 001; Alberto Díaz 001 (Inf. Process. Manag., 2012)

Exploiting domain information for Word Sense Disambiguation of medical documents. - Mark Stevenson 001; Eneko Agirre; Aitor Soroa (J. Am. Medical Informatics Assoc., 2012)

Computing similarity between items in a digital library of cultural heritage. - Nikolaos Aletras; Mark Stevenson 001; Paul D. Clough (ACM Journal on Computing and Cultural Heritage, 2012)

PATHS: A System for Accessing Cultural Heritage Collections. - Eneko Agirre; Nikolaos Aletras; Paul D. Clough; Samuel Fernando; Paula Goodale; Mark M. Hall; Aitor Soroa; Mark Stevenson 001 (ACL (Conference System Demonstrations), 2013)

Identification of Genia Events using Multiple Classifiers. - Roland Roller; Mark Stevenson 001 (BioNLP@ACL (Shared Task), 2013)

Supporting Information Access and Sensemaking in Digital Cultural Heritage Environments. - Paula Goodale; Paul D. Clough; Mark M. Hall; Mark Stevenson 001; Kate Fernie; Jillian Griffiths (TPDL Workshops, 2013)

PAN@FIRE: Overview of the Cross-Language !ndian News Story Search (CL!NSS) Track. - Parth Gupta; Paul D. Clough; Paolo Rosso; Mark Stevenson 001; Rafael E. Banchs (FIRE, 2013)

Evolving Readable String Test Inputs Using a Natural Language Model to Reduce Human Oracle Cost. - Sheeva Afshan; Phil McMinn; Mark Stevenson 001 (ICST, 2013)

Generating Paths through Cultural Heritage Collections. - Samuel Fernando; Paula Goodale; Paul D. Clough; Mark Stevenson 001; Mark M. Hall; Eneko Agirre (LaTeCH@ACL, 2013)

Information seeking in digital cultural heritage with PATHS. - Mark M. Hall; Paul D. Clough; Samuel Fernando; Paula Goodale; Mark Stevenson 001; Eneko Agirre; Arantxa Otegi; Aitor Soroa; Kate Fernie; Jillian Griffiths; Runar Bergheim (SIGIR, 2013)

UBC_UOS-TYPED: Regression for typed-similarity. - Eneko Agirre; Nikolaos Aletras; Aitor Gonzalez-Agirre; German Rigau; Mark Stevenson 001 (*SEM@NAACL-HLT, 2013)

Applying UMLS for Distantly Supervised Relation Detection. - Roland Roller; Mark Stevenson 001 (Louhi@EACL, 2014)

Labelling Topics using Unsupervised Graph-based Methods. - Nikolaos Aletras; Mark Stevenson 001 (ACL (2), 2014)

Hashing and Merging Heuristics for Text Reuse Detection. - Faisal Alvi; Mark Stevenson 001; Paul D. Clough (CLEF (Working Notes), 2014)

Self-supervised Relation Extraction Using UMLS. - Roland Roller; Mark Stevenson 001 (CLEF, 2014)

Representing topics labels for exploring digital libraries. - Nikolaos Aletras; Timothy Baldwin; Jey Han Lau; Mark Stevenson 001 (JCDL, 2014)

Evaluating hierarchical organisation structures for exploring digital libraries. - Mark M. Hall; Samuel Fernando; Paul D. Clough; Aitor Soroa; Eneko Agirre; Mark Stevenson 001 (Inf. Retr., 2014)

Comparing Medline citations using modified N-grams. - Rao Muhammad Adeel Nawab; Mark Stevenson 001; Paul D. Clough (J. Am. Medical Informatics Assoc., 2014)

Cognitive styles within an exploratory search system for digital libraries. - Paula Goodale; Paul David Clough; Samuel Fernando; Nigel Ford; Mark Stevenson 001 (J. Documentation, 2014)

Held-out versus Gold Standard: Comparison of Evaluation Strategies for Distantly Supervised Relation Extraction from Medline abstracts. - Roland Roller; Mark Stevenson 001 (Louhi@EMNLP, 2015)

Improving distant supervision using inference learning. - Roland Roller; Eneko Agirre; Aitor Soroa; Mark Stevenson 001 (ACL (2), 2015)

Automatic identification of potentially contradictory claims to support systematic reviews. - Abdulaziz Alamri; Mark Stevenson 001 (BIBM, 2015)

Automatic Detection of Answers to Research Questions from Medline Abstracts. - Abdulaziz Alamri; Mark Stevenson 001 (BioNLP@IJCNLP, 2015)

Making the most of limited training data using distant supervision. - Roland Roller; Mark Stevenson 001 (BioNLP@IJCNLP, 2015)

TM 2015 - Topic Models: Post-Processing and Applications Workshop. - Nikolaos Aletras; Jey Han Lau; Timothy Baldwin; Mark Stevenson 001 (CIKM, 2015)

The Short Stories Corpus: Notebook for PAN at CLEF 2015. - Faisal Alvi; Mark Stevenson 001; Paul D. Clough (CLEF (Working Notes), 2015)

Topic Models and n-gram Language Models for Author Profiling - Notebook for PAN at CLEF 2015. - Adam Poulston; Mark Stevenson 001; Kalina Bontcheva (CLEF (Working Notes), 2015)

Exploring relation types for literature-based discovery. - Judita Preiss; Mark Stevenson 001; Robert J. Gaizauskas (J. Am. Medical Informatics Assoc., 2015)

Automatic generation of valid and invalid test data for string validation routines using web searches and regular expressions. - Muzammil Shahbaz; Phil McMinn; Mark Stevenson 001 (Sci. Comput. Program., 2015)

User profiling with geo-located posts and demographic data. - Adam Poulston; Mark Stevenson 001; Kalina Bontcheva (NLP+CSS@EMNLP, 2016)

A corpus of potentially contradictory research claims from cardiovascular research abstracts. - Abdulaziz Alamri; Mark Stevenson 001 (J. Biomed. Semant., 2016)

Why are these similar? Investigating item similarity types in a large digital library. - Aitor Gonzalez-Agirre; German Rigau; Eneko Agirre; Nikolaos Aletras; Mark Stevenson 001 (J. Assoc. Inf. Sci. Technol., 2016)

The effect of word sense disambiguation accuracy on literature based discovery. - Judita Preiss; Mark Stevenson 001 (BMC Medical Informatics Decis. Mak., 2016)

Ranking Abstracts to Identify Relevant Evidence for Systematic Reviews: The University of Sheffield's Approach to CLEF eHealth 2017 Task 2. - Amal Alharbi; Mark Stevenson 001 (CLEF (Working Notes), 2017)

Plagiarism Detection in Texts Obfuscated with Homoglyphs. - Faisal Alvi; Mark Stevenson 001; Paul D. Clough (ECIR, 2017)

Hyperlocal Home Location Identification of Twitter Profiles. - Adam Poulston; Mark Stevenson 001; Kalina Bontcheva (HT, 2017)

Quantifying and filtering knowledge generated by literature based discovery. - Judita Preiss; Mark Stevenson 001 (BMC Bioinform., 2017)

Evaluating topic representations for exploring document collections. - Nikolaos Aletras; Timothy Baldwin; Jey Han Lau; Mark Stevenson 001 (J. Assoc. Inf. Sci. Technol., 2017)

An IR-Based Approach Utilizing Query Expansion for Plagiarism Detection in MEDLINE. - Rao Muhammad Adeel Nawab; Mark Stevenson 001; Paul D. Clough (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

Retrieving and Ranking Studies for Systematic Reviews: University of Sheffield's Approach to CLEF eHealth 2018 Task 2. - Amal Alharbi; William Briggs; Mark Stevenson 001 (CLEF (Working Notes), 2018)

Co-occurrence graphs for word sense disambiguation in the biomedical domain. - Andres Duque Fernandez; Mark Stevenson 001; Juan Martínez-Romo; Lourdes Araujo (Artif. Intell. Medicine, 2018)

Ranking Studies for Systematic Reviews Using Query Adaptation: University of Sheffield's Approach to CLEF eHealth 2019 Task 2. - Amal Alharbi; Mark Stevenson 001 (CLEF (Working Notes), 2019)

Improving Ranking for Systematic Reviews Using Query Adaptation. - Amal Alharbi; Mark Stevenson 001 (CLEF, 2019)

Graph-KD: Exploring Relational Information for Knowledge Discovery. - Roland Roller; Gaurav Vashisth; Philippe Thomas 002; He Wang; Michael Mikhailov; Mark Stevenson 001 (ISWC (Satellites), 2019)

A Dataset of Systematic Review Updates. - Amal Alharbi; Mark Stevenson 001 (SIGIR, 2019)

A word sense disambiguation corpus for Urdu. - Ali Saeed; Rao Muhammad Adeel Nawab; Mark Stevenson 001; Paul Rayson (Lang. Resour. Evaluation, 2019)

A Sense Annotated Corpus for All-Words Urdu Word Sense Disambiguation. - Ali Saeed; Rao Muhammad Adeel Nawab; Mark Stevenson 001; Paul Rayson (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019)

Automatic Generation of Topic Labels. - Areej Alokaili; Nikolaos Aletras; Mark Stevenson 001 (SIGIR, 2020)

Revisiting the linearity in cross-lingual embedding mappings: from a perspective of word analogies. - Xutan Peng; Chenghua Lin; Mark Stevenson 001; Chen Li 046 (CoRR, 2020)

Refining Boolean queries to identify relevant studies for systematic review updates. - Amal Alharbi; Mark Stevenson 001 (J. Am. Medical Informatics Assoc., 2020)

UserReg: A Simple but Strong Model for Rating Prediction. - Haiyang Zhang 004; Ivan Ganchev; Nikola S. Nikolov; Mark Stevenson 001 (ICASSP, 2021)

Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis. - Xutan Peng; Guanyi Chen; Chenghua Lin; Mark Stevenson 001 (NAACL-HLT, 2021)

Cross-Lingual Word Embedding Refinement by $ ell_1$ Norm Optimisation. - Xutan Peng; Chenghua Lin; Mark Stevenson 001 (NAACL-HLT, 2021)

Stopping Criteria for Technology Assisted Reviews based on Counting Processes. - Alison Sneyd; Mark Stevenson 001 (SIGIR, 2021)

Cross-Lingual Word Embedding Refinement by 𝓁1 Norm Optimisation. - Xutan Peng; Chenghua Lin; Mark Stevenson 001 (CoRR, 2021)

On the Security Vulnerabilities of Text-to-SQL Models. - Xutan Peng; Yipeng Zhang; Jingfeng Yang 001; Mark Stevenson 001 (CoRR, 2022)

Investigating the Feasibility of Deep Learning Methods for Urdu Word Sense Disambiguation. - Ali Saeed; Rao Muhammad Adeel Nawab; Mark Stevenson 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Understanding Linearity of Cross-Lingual Word Embedding Mappings. - Xutan Peng; Mark Stevenson 001; Chenghua Lin; Chen Li 046 (Trans. Mach. Learn. Res., 2022)

On the Vulnerabilities of Text-to-SQL Models. - Xutan Peng; Yipeng Zhang; Jingfeng Yang 001; Mark Stevenson 001 (ISSRE, 2023)

C3-IoC: A Career Guidance System for Assessing Student Skills using Machine Learning and Network Visualisation. - Adán José García; Alison Sneyd; Ana Melro; Anaïs Ollagnier; Georgina Tarling; Haiyang Zhang 004; Mark Stevenson 001; Richard Everson; Rudy Arthur (Int. J. Artif. Intell. Educ., 2023)

Document Set Expansion with Positive-Unlabeled Learning Using Intractable Density Estimation. - Haiyang Zhang 004; Qiuyi Chen; Yanjie Zou; Jia Wang 009; Yushan Pan; Mark Stevenson 001 (LREC/COLING, 2024)

Document Set Expansion with Positive-Unlabeled Learning: A Density Estimation-based Approach. - Haiyang Zhang 004; Qiuyi Chen; Yuanjie Zou; Yushan Pan; Jia Wang 009; Mark Stevenson 001 (CoRR, 2024)

Document Set Expansion with Positive-Unlabelled Learning Using Intractable Density Estimation. - Haiyang Zhang 004; Qiuyi Chen; Yuanjie Zou; Yushan Pan; Jia Wang 009; Mark Stevenson 001 (CoRR, 2024)

Stopping Methods for Technology-assisted Reviews Based on Point Processes. - Mark Stevenson 001; Reem Bin Hezam (ACM Trans. Inf. Syst., 2024)

A Generalised and Adaptable Reinforcement Learning Stopping Method. - Reem Bin Hezam; Mark Stevenson 001 (SIGIR, 2025)