Mark Stevenson

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 103

Top Venues

Publications

Reem Bin Hezam, Mark Stevenson
RLStop: A Reinforcement Learning Stopping Method for TAR. SIGIR (2024)
Haiyang Zhang, Qiuyi Chen, Yuanjie Zou, Yushan Pan, Jia Wang, Mark Stevenson
Document Set Expansion with Positive-Unlabeled Learning: A Density Estimation-based Approach. CoRR (2024)
Haiyang Zhang, Qiuyi Chen, Yanjie Zou, Jia Wang, Yushan Pan, Mark Stevenson
Document Set Expansion with Positive-Unlabeled Learning Using Intractable Density Estimation. LREC/COLING (2024)
Mark Stevenson, Reem Bin Hezam
Stopping Methods for Technology-assisted Reviews Based on Point Processes. ACM Trans. Inf. Syst. 42 (3) (2024)
Jochen L. Leidner, Mark Stevenson
Challenges and Opportunities of NLP for HR Applications: A Discussion Paper. CoRR (2024)
Nan Xu, Mark Stevenson, Kerry A. Nice, Sachith Seneviratne
General algorithm of assigning raster features to vector maps at any resolution or scale. CoRR (2024)
Reem Bin Hezam, Mark Stevenson
RLStop: A Reinforcement Learning Stopping Method for TAR. CoRR (2024)
Haiyang Zhang, Qiuyi Chen, Yuanjie Zou, Yushan Pan, Jia Wang, Mark Stevenson
Document Set Expansion with Positive-Unlabelled Learning Using Intractable Density Estimation. CoRR (2024)
Xinye Wanyan, Sachith Seneviratne, Kerry A. Nice, Jason Thompson, Marcus White, Nano Langenheim, Mark Stevenson
Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning. DICTA (2023)
Mohammad Masoud Rahimi, Elham Naghizade, Mark Stevenson, Stephan Winter
SentiHawkes: a sentiment-aware Hawkes point process to model service quality of public transport using Twitter data. Public Transp. 15 (2) (2023)
Xinye Wanyan, Sachith Seneviratne, Kerry A. Nice, Jason Thompson, Marcus White, Nano Langenheim, Mark Stevenson
Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning. CoRR (2023)
Ambrose Robinson, William Thorne, Ben P. Wu, Abdullah Pandor, Munira Essat, Mark Stevenson, Xingyi Song
Bio-SIEVE: Exploring Instruction Tuning Large Language Models for Systematic Review Automation. CoRR (2023)
Nan Xu, Kerry A. Nice, Sachith Seneviratne, Mark Stevenson
Leveraging Segment-Anything model for automated zero-shot road width extraction from aerial imagery. DICTA (2023)
Mark Stevenson, Reem Bin Hezam
Stopping Methods for Technology Assisted Reviews based on Point Processes. CoRR (2023)
Xutan Peng, Yipeng Zhang, Jingfeng Yang, Mark Stevenson
On the Vulnerabilities of Text-to-SQL Models. ISSRE (2023)
Reem Bin Hezam, Mark Stevenson
Combining Counting Processes and Classification Improves a Stopping Rule for Technology Assisted Review. EMNLP (Findings) (2023)
Matthias Thürer, Nuno O. Fernandes, Stefan Haeussler, Mark Stevenson
Dynamic planned lead times in production planning and control systems: does the lead time syndrome matter? Int. J. Prod. Res. 61 (4) (2023)
Reem Bin Hezam, Mark Stevenson
Combining Counting Processes and Classification Improves a Stopping Rule for Technology Assisted Review. CoRR (2023)
Adán José García, Alison Sneyd, Ana Melro, Anaïs Ollagnier, Georgina Tarling, Haiyang Zhang, Mark Stevenson, Richard Everson, Rudy Arthur
C3-IoC: A Career Guidance System for Assessing Student Skills using Machine Learning and Network Visualisation. Int. J. Artif. Intell. Educ. 33 (4) (2023)
Matthias Thürer, Nuno O. Fernandes, Mark Stevenson
Production planning and control in multi-stage assembly systems: an assessment of Kanban, MRP, OPT (DBR) and DDMRP by simulation. Int. J. Prod. Res. 60 (3) (2022)
Xutan Peng, Yipeng Zhang, Jingfeng Yang, Mark Stevenson
On the Security Vulnerabilities of Text-to-SQL Models. CoRR (2022)
Ali Saeed, Rao Muhammad Adeel Nawab, Mark Stevenson
Investigating the Feasibility of Deep Learning Methods for Urdu Word Sense Disambiguation. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (2) (2022)
Sachith Seneviratne, Jasper S. Wijnands, Kerry A. Nice, Haifeng Zhao, Branislava Godic, Suzanne Mavoa, Rajith Vidanaarachchi, Mark Stevenson, Leandro García, Ruth F. Hunter, Jason Thompson
Urban feature analysis from aerial remote sensing imagery using self-supervised and semi-supervised computer vision. CoRR (2022)
Matthias Thürer, Mark Stevenson
Order release, dispatching and resource assignment in multiple resource-constrained job shops: an assessment by simulation. Int. J. Prod. Res. 60 (12) (2022)
Xutan Peng, Mark Stevenson, Chenghua Lin, Chen Li
Understanding Linearity of Cross-Lingual Word Embedding Mappings. Trans. Mach. Learn. Res. 2022 (2022)
Nuno O. Fernandes, Matthias Thürer, Mark Stevenson
Direct Workload Control: simplifying continuous order release. Int. J. Prod. Res. 60 (4) (2022)
Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson
Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations. CoRR (2022)
Matthias Thürer, Lin Ma, Mark Stevenson
Workload Control order release in general and pure flow shops with limited buffer size induced blocking: an assessment by simulation. Int. J. Prod. Res. 59 (8) (2021)
Debjit Bhowmick, Stephan Winter, Mark Stevenson, Peter Vortisch
Exploring the viability of walk-sharing in outdoor urban spaces. Comput. Environ. Urban Syst. 88 (2021)
Xutan Peng, Chenghua Lin, Mark Stevenson
Cross-Lingual Word Embedding Refinement by $\ell_1$ Norm Optimisation. NAACL-HLT (2021)
Haiyang Zhang, Ivan Ganchev, Nikola S. Nikolov, Mark Stevenson
UserReg: A Simple but Strong Model for Rating Prediction. ICASSP (2021)
Xutan Peng, Guanyi Chen, Chenghua Lin, Mark Stevenson
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis. NAACL-HLT (2021)
Matthias Thürer, Yuan Huang, Mark Stevenson
Workload control in additive manufacturing shops where post-processing is a constraint: an assessment by simulation. Int. J. Prod. Res. 59 (14) (2021)
Xutan Peng, Chenghua Lin, Mark Stevenson
Norm Optimisation. CoRR (2021)
Xutan Peng, Guanyi Chen, Chenghua Lin, Mark Stevenson
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis. CoRR (2021)
Jasper S. Wijnands, Haifeng Zhao, Kerry A. Nice, Jason Thompson, Katherine Scully, Jingqiu Guo, Mark Stevenson
Identifying safe intersection design through unsupervised feature extraction from satellite imagery. Comput. Aided Civ. Infrastructure Eng. 36 (3) (2021)
Alison Sneyd, Mark Stevenson
Stopping Criteria for Technology Assisted Reviews based on Counting Processes. SIGIR (2021)
Debjit Bhowmick, Stephan Winter, Mark Stevenson
Using Georeferenced Twitter Data to Estimate Pedestrian Traffic in an Urban Road Network. GIScience (I) (2021)
Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson
Self-Supervision. Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations. DICTA (2021)
Haiyang Zhang, Ivan Ganchev, Nikola S. Nikolov, Mark Stevenson
UserReg: A Simple but Strong Model for Rating Prediction. CoRR (2021)
Amal Alharbi, Mark Stevenson
Refining Boolean queries to identify relevant studies for systematic review updates. J. Am. Medical Informatics Assoc. 27 (11) (2020)
Matthias Thürer, Mark Stevenson
The use of finite loading to guide short-term capacity adjustments in make-to-order job shops: an assessment by simulation. Int. J. Prod. Res. 58 (12) (2020)
Matthias Thürer, Ivan Tomasevic, Mark Stevenson, Constantin Blome, Steven A. Melnyk, Hing Kai Chan, George Q. Huang
A systematic review of China's belt and road initiative: implications for global supply chain management. Int. J. Prod. Res. 58 (8) (2020)
María Isabel Roldán Bravo, Mark Stevenson, Antonia Ruiz Moreno, Francisco Javier Lloréns Montes
Absorptive and desorptive capacity configurations in supply chains: An inverted U-shaped relationship. Int. J. Prod. Res. 58 (7) (2020)
Hyojung Paik, Sunyong Yoo, Hojung Nam, Mark Stevenson, Albert No
DTMBIO 2020: The Fourteenth International Workshop on Data and Text Mining in Biomedical Informatics. CIKM (2020)
Matthias Thürer, Haiwen Zhang, Mark Stevenson, Federica Costa, Lin Ma
Worker assignment in dual resource constrained assembly job shops with worker heterogeneity: an assessment by simulation. Int. J. Prod. Res. 58 (20) (2020)
Debjit Bhowmick, Stephan Winter, Mark Stevenson, Peter Vortisch
The impact of urban road network morphology on pedestrian wayfinding behaviour. J. Spatial Inf. Sci. 21 (1) (2020)
Areej Alokaili, Nikolaos Aletras, Mark Stevenson
Automatic Generation of Topic Labels. CoRR (2020)
Jasper S. Wijnands, Haifeng Zhao, Kerry A. Nice, Jason Thompson, Katherine Scully, Jingqiu Guo, Mark Stevenson
Identifying safe intersection design through unsupervised feature extraction from satellite imagery. CoRR (2020)
Areej Alokaili, Nikolaos Aletras, Mark Stevenson
Automatic Generation of Topic Labels. SIGIR (2020)
Haiyang Zhang, Alison Sneyd, Mark Stevenson
Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs. CoRR (2020)
Xutan Peng, Chenghua Lin, Mark Stevenson, Chen Li
Revisiting the linearity in cross-lingual embedding mappings: from a perspective of word analogies. CoRR (2020)
Felipe Soares, Mark Stevenson, Diego Bartolomé, Anna Zaretskaya
ParaPat: The Multi-Million Sentences Parallel Corpus of Patents Abstracts. LREC (2020)
Thomas McDonald, Ziqing Dong, Yingji Zhang, Rebekah Hampson, James Young, Qianyu Cao, Jochen L. Leidner, Mark Stevenson
The University of Sheffield at CheckThat! 2020: Claim Identification and Verification on Twitter. CLEF (Working Notes) (2020)
Jasper S. Wijnands, Jason Thompson, Kerry A. Nice, Gideon D. P. A. Aschwanden, Mark Stevenson
Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks. Neural Comput. Appl. 32 (13) (2020)
Antonis Maronikolakis, Mark Stevenson, Hinrich Schütze
Transformers Are Better Than Humans at Identifying Generated Text. CoRR (2020)
Araceli Rojo-Gallego-Burin, Francisco Javier Lloréns Montes, Maria Nieves Perez-Arostegui, Mark Stevenson
Ambidextrous supply chain strategy and supply chain flexibility: the contingent effect of ISO 9001. Ind. Manag. Data Syst. 120 (9) (2020)
Haiyang Zhang, Alison Sneyd, Mark Stevenson
Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs. AACL/IJCNLP (2020)
Mohammad Masoud Rahimi, Elham Naghizade, Mark Stevenson, Stephan Winter
Service quality monitoring in confined spaces through mining Twitter data. J. Spatial Inf. Sci. 21 (1) (2020)
Nuno O. Fernandes, Matthias Thürer, Mark Stevenson, Silvio Carmo-Silva
Lot synchronization in make-to-order shops with order release control: an assessment by simulation. Int. J. Prod. Res. 58 (21) (2020)
Areej Alokaili, Nikolaos Aletras, Mark Stevenson
Re-Ranking Words to Improve Interpretability of Automatically Generated Topics. CoRR (2019)
Alison Sneyd, Mark Stevenson
Modelling Stopping Criteria for Search Results using Poisson Processes. CoRR (2019)
Amal Alharbi, Mark Stevenson
Ranking Studies for Systematic Reviews Using Query Adaptation: University of Sheffield's Approach to CLEF eHealth 2019 Task 2. CLEF (Working Notes) (2019)
Matthias Thürer, Mark Stevenson, Paolo Renna
Workload control in dual-resource constrained high-variety shops: an assessment by simulation. Int. J. Prod. Res. 57 (3) (2019)
Ali Saeed, Rao Muhammad Adeel Nawab, Mark Stevenson, Paul Rayson
A word sense disambiguation corpus for Urdu. Lang. Resour. Evaluation 53 (3) (2019)
Kerry A. Nice, Jason Thompson, Jasper S. Wijnands, Gideon D. P. A. Aschwanden, Mark Stevenson
The 'Paris-end' of town? Urban typology through machine learning. CoRR (2019)
Matthias Thürer, Mark Stevenson, Martin J. Land, Lawrence D. Fredendall
On the combined effect of due date setting, order release, and output control: an assessment by simulation. Int. J. Prod. Res. 57 (6) (2019)
Kerry A. Nice, Jasper S. Wijnands, Ariane Middel, Jingcheng Wang, Yiming Qiu, Nan Zhao, Jason Thompson, Gideon D. P. A. Aschwanden, Haifeng Zhao, Mark Stevenson
Sky pixel detection in outdoor imagery using an adaptive algorithm and machine learning. CoRR (2019)
Kerry A. Nice, Gideon D. P. A. Aschwanden, Jasper S. Wijnands, Jason Thompson, Haifeng Zhao, Mark Stevenson
The Nature of Human Settlement: Building an understanding of high performance city design. CoRR (2019)
Matthias Thürer, Nuno O. Fernandes, Mark Stevenson, Cristóvão Silva, Silvio Carmo-Silva
POLC-A: an assessment of POLCA's authorization element. J. Intell. Manuf. 30 (6) (2019)
Roland Roller, Gaurav Vashisth, Philippe Thomas, He Wang, Michael Mikhailov, Mark Stevenson
Graph-KD: Exploring Relational Information for Knowledge Discovery. ISWC (Satellites) (2019)
Amal Alharbi, Mark Stevenson
Improving Ranking for Systematic Reviews Using Query Adaptation. CLEF (2019)
Jasper S. Wijnands, Kerry A. Nice, Jason Thompson, Haifeng Zhao, Mark Stevenson
Streetscape augmentation using generative adversarial networks: insights related to health and wellbeing. CoRR (2019)
Amal Alharbi, Mark Stevenson
A Dataset of Systematic Review Updates. SIGIR (2019)
Ali Saeed, Rao Muhammad Adeel Nawab, Mark Stevenson, Paul Rayson
A Sense Annotated Corpus for All-Words Urdu Word Sense Disambiguation. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18 (4) (2019)
Areej Alokaili, Nikolaos Aletras, Mark Stevenson
Re-Ranking Words to Improve Interpretability of Automatically Generated Topics. IWCS (1) (2019)
Matthias Thürer, Nuno O. Fernandes, Mark Stevenson, Ting Qu, Cong-Dong Li
Centralised vs. decentralised control decision in card-based control systems: comparing kanban systems and COBACABANA. Int. J. Prod. Res. 57 (2) (2019)
Alison Sneyd, Mark Stevenson
Modelling Stopping Criteria for Search Results using Poisson Processes. EMNLP/IJCNLP (1) (2019)
Jasper S. Wijnands, Jason Thompson, Kerry A. Nice, Gideon D. P. A. Aschwanden, Mark Stevenson
Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks. CoRR (2019)
Zheng Xu, David Brown, Mark Stevenson
Enterprise Systems Adoption and Implementation in Chinese SMEs: Exploring relationships between user firms and technology providers through ANT. AMCIS (2018)
Andres Duque Fernandez, Mark Stevenson, Juan Martínez-Romo, Lourdes Araujo
Co-occurrence graphs for word sense disambiguation in the biomedical domain. Artif. Intell. Medicine 87 (2018)
Amal Alharbi, William Briggs, Mark Stevenson
Retrieving and Ranking Studies for Systematic Reviews: University of Sheffield's Approach to CLEF eHealth 2018 Task 2. CLEF (Working Notes) (2018)
Zheng Xu, David Brown, Mark Stevenson
Adopting and Implementing Enterprise Systems in Chinese SMEs: An ANT Perspective. PACIS (2018)
Judita Preiss, Mark Stevenson
HiDE: a Tool for Unrestricted Literature Based Discovery. COLING (Demos) (2018)
Yunita Sari, Mark Stevenson, Andreas Vlachos
Topic or Style? Exploring the Most Useful Features for Authorship Attribution. COLING (2018)
Matthias Thürer, Mark Stevenson
On the beat of the drum: improving the flow shop performance of the Drum-Buffer-Rope scheduling mechanism. Int. J. Prod. Res. 56 (9) (2018)
Rao Muhammad Adeel Nawab, Mark Stevenson, Paul D. Clough
An IR-Based Approach Utilizing Query Expansion for Plagiarism Detection in MEDLINE. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (4) (2017)
Matthias Thürer, Nuno O. Fernandes, Mark Stevenson, Ting Qu
On the backlog-sequencing decision for extending the applicability of ConWIP to high-variety contexts: an assessment by simulation. Int. J. Prod. Res. 55 (16) (2017)
Judita Preiss, Mark Stevenson
Quantifying and filtering knowledge generated by literature based discovery. BMC Bioinform. 18 (7) (2017)
Nikolaos Aletras, Timothy Baldwin, Jey Han Lau, Mark Stevenson
Evaluating topic representations for exploring document collections. J. Assoc. Inf. Sci. Technol. 68 (1) (2017)
Yunita Sari, Andreas Vlachos, Mark Stevenson
Continuous N-gram Representations for Authorship Attribution. EACL (2) (2017)
Adam Poulston, Zeerak Waseem, Mark Stevenson
Using TF-IDF n-gram and Word Embedding Cluster Ensembles for Author Profiling. CLEF (Working Notes) (2017)
Nuno O. Fernandes, Matthias Thürer, Mark Stevenson, Silvio Carmo-Silva
Load-Based POLCA: An Assessment of the Load Accounting Approach. WorldCIST (2) (2017)
Faisal Alvi, Mark Stevenson, Paul D. Clough
Plagiarism Detection in Texts Obfuscated with Homoglyphs. ECIR (2017)
Amal Alharbi, Mark Stevenson
Ranking Abstracts to Identify Relevant Evidence for Systematic Reviews: The University of Sheffield's Approach to CLEF eHealth 2017 Task 2. CLEF (Working Notes) (2017)
Adam Poulston, Mark Stevenson, Kalina Bontcheva
Hyperlocal Home Location Identification of Twitter Profiles. HT (2017)
David Brown, Zheng Xu, Mark Stevenson
ES Adoption in Chinese SMEs: Policy Effects on Users and Providers. AMCIS (2017)
Zheng Xu, David Brown, Mark Stevenson
Es Adoption in Chinese SMEs: Institutional effects on Users and Providers. UKAIS (2016)
Yunita Sari, Mark Stevenson
Exploring Word Embeddings and Character N-Grams for Author Clustering. CLEF (Working Notes) (2016)
Abdulaziz Alamri, Mark Stevenson
A corpus of potentially contradictory research claims from cardiovascular research abstracts. J. Biomed. Semant. 7 (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mark Stevenson