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Mark Stevenson
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2020 – today
- 2024
- [j64]Mark Stevenson, Reem Bin Hezam:
Stopping Methods for Technology-assisted Reviews Based on Point Processes. ACM Trans. Inf. Syst. 42(3): 73:1-73:37 (2024) - [c114]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: 5167-5173 - [c113]Reem Bin Hezam, Mark Stevenson:
RLStop: A Reinforcement Learning Stopping Method for TAR. SIGIR 2024: 2604-2608 - [i31]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 abs/2401.11145 (2024) - [i30]Haiyang Zhang, Qiuyi Chen, Yuanjie Zou, Yushan Pan, Jia Wang, Mark Stevenson:
Document Set Expansion with Positive-Unlabelled Learning Using Intractable Density Estimation. CoRR abs/2403.17473 (2024) - [i29]Reem Bin Hezam, Mark Stevenson:
RLStop: A Reinforcement Learning Stopping Method for TAR. CoRR abs/2405.02525 (2024) - [i28]Jochen L. Leidner, Mark Stevenson:
Challenges and Opportunities of NLP for HR Applications: A Discussion Paper. CoRR abs/2405.07766 (2024) - [i27]Nan Xu, Mark Stevenson, Kerry A. Nice, Sachith Seneviratne:
General algorithm of assigning raster features to vector maps at any resolution or scale. CoRR abs/2407.10599 (2024) - 2023
- [j63]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): 1092-1119 (2023) - [j62]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): 1268-1282 (2023) - [j61]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): 343-376 (2023) - [c112]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: 137-144 - [c111]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: 176-183 - [c110]Reem Bin Hezam, Mark Stevenson:
Combining Counting Processes and Classification Improves a Stopping Rule for Technology Assisted Review. EMNLP (Findings) 2023: 2603-2609 - [c109]Xutan Peng, Yipeng Zhang, Jingfeng Yang, Mark Stevenson:
On the Vulnerabilities of Text-to-SQL Models. ISSRE 2023: 1-12 - [i26]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 abs/2308.06610 (2023) - [i25]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 abs/2309.09446 (2023) - [i24]Mark Stevenson, Reem Bin Hezam:
Stopping Methods for Technology Assisted Reviews based on Point Processes. CoRR abs/2311.08597 (2023) - [i23]Reem Bin Hezam, Mark Stevenson:
Combining Counting Processes and Classification Improves a Stopping Rule for Technology Assisted Review. CoRR abs/2312.03171 (2023) - 2022
- [j60]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): 1036-1050 (2022) - [j59]Nuno O. Fernandes, Matthias Thürer, Mark Stevenson:
Direct Workload Control: simplifying continuous order release. Int. J. Prod. Res. 60(4): 1424-1437 (2022) - [j58]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): 3669-3681 (2022) - [j57]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): 38:1-38:16 (2022) - [j56]Xutan Peng, Mark Stevenson, Chenghua Lin, Chen Li:
Understanding Linearity of Cross-Lingual Word Embedding Mappings. Trans. Mach. Learn. Res. 2022 (2022) - [i22]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 abs/2203.04445 (2022) - [i21]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 abs/2208.08047 (2022) - [i20]Xutan Peng, Yipeng Zhang, Jingfeng Yang, Mark Stevenson:
On the Security Vulnerabilities of Text-to-SQL Models. CoRR abs/2211.15363 (2022) - 2021
- [j55]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): 346-361 (2021) - [j54]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): 2558-2569 (2021) - [j53]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): 4268-4286 (2021) - [j52]Debjit Bhowmick, Stephan Winter, Mark Stevenson, Peter Vortisch:
Exploring the viability of walk-sharing in outdoor urban spaces. Comput. Environ. Urban Syst. 88: 101635 (2021) - [c108]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: 1-8 - [c107]Debjit Bhowmick, Stephan Winter, Mark Stevenson:
Using Georeferenced Twitter Data to Estimate Pedestrian Traffic in an Urban Road Network. GIScience (I) 2021: 1:1-1:15 - [c106]Haiyang Zhang, Ivan Ganchev, Nikola S. Nikolov, Mark Stevenson:
UserReg: A Simple but Strong Model for Rating Prediction. ICASSP 2021: 3595-3599 - [c105]Xutan Peng, Guanyi Chen, Chenghua Lin, Mark Stevenson:
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis. NAACL-HLT 2021: 2364-2375 - [c104]Xutan Peng, Chenghua Lin, Mark Stevenson:
Cross-Lingual Word Embedding Refinement by $\ell_1$ Norm Optimisation. NAACL-HLT 2021: 2690-2701 - [c103]Alison Sneyd, Mark Stevenson:
Stopping Criteria for Technology Assisted Reviews based on Counting Processes. SIGIR 2021: 2293-2297 - [i19]Haiyang Zhang, Ivan Ganchev, Nikola S. Nikolov, Mark Stevenson:
UserReg: A Simple but Strong Model for Rating Prediction. CoRR abs/2102.07601 (2021) - [i18]Xutan Peng, Guanyi Chen, Chenghua Lin, Mark Stevenson:
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis. CoRR abs/2104.04676 (2021) - [i17]Xutan Peng, Chenghua Lin, Mark Stevenson:
Cross-Lingual Word Embedding Refinement by 𝓁1 Norm Optimisation. CoRR abs/2104.04916 (2021) - 2020
- [j51]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): 2036-2053 (2020) - [j50]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): 2436-2453 (2020) - [j49]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): 3554-3569 (2020) - [j48]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): 6336-6349 (2020) - [j47]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): 6724-6738 (2020) - [j46]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): 1691-1714 (2020) - [j45]Amal Alharbi, Mark Stevenson:
Refining Boolean queries to identify relevant studies for systematic review updates. J. Am. Medical Informatics Assoc. 27(11): 1658-1666 (2020) - [j44]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): 203-228 (2020) - [j43]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): 229-261 (2020) - [j42]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): 9731-9743 (2020) - [c102]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: 3537-3538 - [c101]Thomas M. 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 - [c100]Haiyang Zhang, Alison Sneyd, Mark Stevenson:
Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs. AACL/IJCNLP 2020: 759-769 - [c99]Felipe Soares, Mark Stevenson, Diego Bartolomé, Anna Zaretskaya:
ParaPat: The Multi-Million Sentences Parallel Corpus of Patents Abstracts. LREC 2020: 3769-3774 - [c98]Areej Alokaili, Nikolaos Aletras, Mark Stevenson:
Automatic Generation of Topic Labels. SIGIR 2020: 1965-1968 - [i16]Xutan Peng, Chenghua Lin, Mark Stevenson, Chen Li:
Revisiting the linearity in cross-lingual embedding mappings: from a perspective of word analogies. CoRR abs/2004.01079 (2020) - [i15]Areej Alokaili, Nikolaos Aletras, Mark Stevenson:
Automatic Generation of Topic Labels. CoRR abs/2006.00127 (2020) - [i14]Antonis Maronikolakis, Mark Stevenson, Hinrich Schütze:
Transformers Are Better Than Humans at Identifying Generated Text. CoRR abs/2009.13375 (2020) - [i13]Haiyang Zhang, Alison Sneyd, Mark Stevenson:
Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs. CoRR abs/2010.02847 (2020) - [i12]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 abs/2010.15343 (2020)
2010 – 2019
- 2019
- [j41]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): 322-337 (2019) - [j40]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): 931-947 (2019) - [j39]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): 1741-1755 (2019) - [j38]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): 2435-2447 (2019) - [j37]Ali Saeed, Rao Muhammad Adeel Nawab, Mark Stevenson, Paul Rayson:
A word sense disambiguation corpus for Urdu. Lang. Resour. Evaluation 53(3): 397-418 (2019) - [j36]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): 40:1-40:14 (2019) - [c97]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 - [c96]Amal Alharbi, Mark Stevenson:
Improving Ranking for Systematic Reviews Using Query Adaptation. CLEF 2019: 141-148 - [c95]Alison Sneyd, Mark Stevenson:
Modelling Stopping Criteria for Search Results using Poisson Processes. EMNLP/IJCNLP (1) 2019: 3482-3487 - [c94]Areej Alokaili, Nikolaos Aletras, Mark Stevenson:
Re-Ranking Words to Improve Interpretability of Automatically Generated Topics. IWCS (1) 2019: 43-54 - [c93]Roland Roller, Gaurav Vashisth, Philippe Thomas, He Wang, Michael Mikhailov, Mark Stevenson:
Graph-KD: Exploring Relational Information for Knowledge Discovery. ISWC (Satellites) 2019: 257-260 - [c92]Amal Alharbi, Mark Stevenson:
A Dataset of Systematic Review Updates. SIGIR 2019: 1257-1260 - [i11]Areej Alokaili, Nikolaos Aletras, Mark Stevenson:
Re-Ranking Words to Improve Interpretability of Automatically Generated Topics. CoRR abs/1903.12542 (2019) - [i10]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 abs/1905.06464 (2019) - [i9]Alison Sneyd, Mark Stevenson:
Modelling Stopping Criteria for Search Results using Poisson Processes. CoRR abs/1909.06239 (2019) - [i8]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 abs/1910.03182 (2019) - [i7]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 abs/1910.03219 (2019) - [i6]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 abs/1910.03220 (2019) - [i5]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 abs/1910.06540 (2019) - 2018
- [j35]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: 9-19 (2018) - [j34]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): 3294-3305 (2018) - [c91]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 - [c90]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 - [c89]Judita Preiss, Mark Stevenson:
HiDE: a Tool for Unrestricted Literature Based Discovery. COLING (Demos) 2018: 34-37 - [c88]Yunita Sari, Mark Stevenson, Andreas Vlachos:
Topic or Style? Exploring the Most Useful Features for Authorship Attribution. COLING 2018: 343-353 - [c87]Zheng Xu, David Brown, Mark Stevenson:
Adopting and Implementing Enterprise Systems in Chinese SMEs: An ANT Perspective. PACIS 2018: 283 - 2017
- [j33]Judita Preiss, Mark Stevenson:
Quantifying and filtering knowledge generated by literature based discovery. BMC Bioinform. 18(7): 59-67 (2017) - [j32]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): 4695-4711 (2017) - [j31]Nikolaos Aletras, Timothy Baldwin, Jey Han Lau, Mark Stevenson:
Evaluating topic representations for exploring document collections. J. Assoc. Inf. Sci. Technol. 68(1): 154-167 (2017) - [j30]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): 796-804 (2017) - [c86]David Brown, Zheng Xu, Mark Stevenson:
ES Adoption in Chinese SMEs: Policy Effects on Users and Providers. AMCIS 2017 - [c85]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 - [c84]Adam Poulston, Zeerak Waseem, Mark Stevenson:
Using TF-IDF n-gram and Word Embedding Cluster Ensembles for Author Profiling. CLEF (Working Notes) 2017 - [c83]Yunita Sari, Andreas Vlachos, Mark Stevenson:
Continuous N-gram Representations for Authorship Attribution. EACL (2) 2017: 267-273 - [c82]Faisal Alvi, Mark Stevenson, Paul D. Clough:
Plagiarism Detection in Texts Obfuscated with Homoglyphs. ECIR 2017: 669-675 - [c81]Adam Poulston, Mark Stevenson, Kalina Bontcheva:
Hyperlocal Home Location Identification of Twitter Profiles. HT 2017: 45-54 - [c80]Nuno O. Fernandes, Matthias Thürer, Mark Stevenson, Silvio Carmo-Silva:
Load-Based POLCA: An Assessment of the Load Accounting Approach. WorldCIST (2) 2017: 397-405 - 2016
- [j29]Abdulaziz Alamri, Mark Stevenson:
A corpus of potentially contradictory research claims from cardiovascular research abstracts. J. Biomed. Semant. 7: 36 (2016) - [j28]Aitor Gonzalez-Agirre, German Rigau, Eneko Agirre, Nikolaos Aletras, Mark Stevenson:
Why are these similar? Investigating item similarity types in a large digital library. J. Assoc. Inf. Sci. Technol. 67(7): 1624-1638 (2016) - [j27]Judita Preiss, Mark Stevenson:
The effect of word sense disambiguation accuracy on literature based discovery. BMC Medical Informatics Decis. Mak. 16(S-1): 57 (2016) - [c79]Adam Poulston, Mark Stevenson, Kalina Bontcheva:
User profiling with geo-located posts and demographic data. NLP+CSS@EMNLP 2016: 43-48 - [c78]Yunita Sari, Mark Stevenson:
Exploring Word Embeddings and Character N-Grams for Author Clustering. CLEF (Working Notes) 2016: 984-991 - [c77]Zheng Xu, David Brown, Mark Stevenson:
Es Adoption in Chinese SMEs: Institutional effects on Users and Providers. UKAIS 2016: 47 - 2015
- [j26]Bulut Aslan, Mark Stevenson, Linda C. Hendry:
The applicability and impact of Enterprise Resource Planning (ERP) systems: Results from a mixed method study on Make-To-Order (MTO) companies. Comput. Ind. 70: 127-143 (2015) - [j25]Judita Preiss, Mark Stevenson, Robert J. Gaizauskas:
Exploring relation types for literature-based discovery. J. Am. Medical Informatics Assoc. 22(5): 987-992 (2015) - [j24]Muzammil Shahbaz, Phil McMinn, Mark Stevenson:
Automatic generation of valid and invalid test data for string validation routines using web searches and regular expressions. Sci. Comput. Program. 97: 405-425 (2015) - [c76]Roland Roller, Eneko Agirre, Aitor Soroa, Mark Stevenson:
Improving distant supervision using inference learning. ACL (2) 2015: 273-278 - [c75]Roland Roller, Mark Stevenson:
Held-out versus Gold Standard: Comparison of Evaluation Strategies for Distantly Supervised Relation Extraction from Medline abstracts. Louhi@EMNLP 2015: 97-102 - [c74]Abdulaziz Alamri, Mark Stevenson:
Automatic identification of potentially contradictory claims to support systematic reviews. BIBM 2015: 930-937 - [c73]Roland Roller, Mark Stevenson:
Making the most of limited training data using distant supervision. BioNLP@IJCNLP 2015: 12-20 - [c72]Abdulaziz Alamri, Mark Stevenson:
Automatic Detection of Answers to Research Questions from Medline Abstracts. BioNLP@IJCNLP 2015: 141-146 - [c71]Judita Preiss, Mark Stevenson:
The Effect of Word Sense Disambiguation Accuracy on Literature Based Discovery. DTMBIO@CIKM 2015: 1 - [c70]Nikolaos Aletras, Jey Han Lau, Timothy Baldwin, Mark Stevenson:
TM 2015 - Topic Models: Post-Processing and Applications Workshop. CIKM 2015: 1953-1954 - [c69]Faisal Alvi, Mark Stevenson, Paul D. Clough:
The Short Stories Corpus: Notebook for PAN at CLEF 2015. CLEF (Working Notes) 2015 - [c68]Adam Poulston, Mark Stevenson, Kalina Bontcheva:
Topic Models and n-gram Language Models for Author Profiling - Notebook for PAN at CLEF 2015. CLEF (Working Notes) 2015 - [c67]Yunita Sari, Mark Stevenson:
A Machine Learning-based Intrinsic Method for Cross-topic and Cross-genre Authorship Verification. CLEF (Working Notes) 2015 - [c66]Nikolaos Aletras, Mark Stevenson:
A Hybrid Distributional and Knowledge-based Model of Lexical Semantics. *SEM@NAACL-HLT 2015: 20-29 - [e1]Nikolaos Aletras, Jey Han Lau, Timothy Baldwin, Mark Stevenson:
Proceedings of the 2015 Workshop on Topic Models: Post-Processing and Applications, TM 2015, Melbourne, Australia, October 19, 2015. ACM 2015, ISBN 978-1-4503-3784-7 [contents] - [i4]Roland Roller, Eneko Agirre, Aitor Soroa, Mark Stevenson:
Improving distant supervision using inference learning. CoRR abs/1509.03739 (2015) - 2014
- [j23]Matthias Thürer, Mark Stevenson, Ting Qu, Moacir Godinho Filho:
The design of simple subcontracting rules for make-to-order shops: An assessment by simulation. Eur. J. Oper. Res. 239(3): 854-864 (2014) - [j22]Mark M. Hall, Samuel Fernando, Paul D. Clough, Aitor Soroa, Eneko Agirre, Mark Stevenson:
Evaluating hierarchical organisation structures for exploring digital libraries. Inf. Retr. 17(4): 351-379 (2014) - [j21]Rao Muhammad Adeel Nawab, Mark Stevenson, Paul D. Clough:
Comparing Medline citations using modified N-grams. J. Am. Medical Informatics Assoc. 21(1): 105-110 (2014) - [j20]Bridget T. McInnes, Mark Stevenson:
Determining the difficulty of Word Sense Disambiguation. J. Biomed. Informatics 47: 83-90 (2014) - [j19]Paula Goodale, Paul David Clough, Samuel Fernando, Nigel Ford, Mark Stevenson:
Cognitive styles within an exploratory search system for digital libraries. J. Documentation 70(6): 970-996 (2014) - [c65]Nikolaos Aletras, Mark Stevenson:
Labelling Topics using Unsupervised Graph-based Methods. ACL (2) 2014: 631-636 - [c64]Roland Roller, Mark Stevenson:
Applying UMLS for Distantly Supervised Relation Detection. Louhi@EACL 2014: 80-84 - [c63]Roland Roller, Mark Stevenson:
Self-supervised Relation Extraction Using UMLS. CLEF 2014: 116-127 - [c62]Faisal Alvi, Mark Stevenson, Paul D. Clough:
Hashing and Merging Heuristics for Text Reuse Detection. CLEF (Working Notes) 2014: 939-946 - [c61]Nikolaos Aletras, Mark Stevenson:
Measuring the Similarity between Automatically Generated Topics. EACL 2014: 22-27 - [c60]Nikolaos Aletras, Timothy Baldwin, Jey Han Lau, Mark Stevenson:
Representing topics labels for exploring digital libraries. JCDL 2014: 239-248 - 2013
- [j18]Matthias Thürer, Moacir Godinho Filho, Mark Stevenson:
Coping with finite storage space in job shops through order release control: an assessment by simulation. Int. J. Comput. Integr. Manuf. 26(9): 830-838 (2013) - [j17]Matthias Thürer, Moacir Godinho Filho, Mark Stevenson, Lawrence D. Fredendall:
Competitive priorities of small manufacturers in Brazil. Ind. Manag. Data Syst. 113(6): 856-874 (2013) - [c59]Eneko Agirre, Nikolaos Aletras, Paul D. Clough, Samuel Fernando, Paula Goodale, Mark M. Hall, Aitor Soroa, Mark Stevenson:
PATHS: A System for Accessing Cultural Heritage Collections. ACL (Conference System Demonstrations) 2013: 151-156 - [c58]Roland Roller, Mark Stevenson:
Identification of Genia Events using Multiple Classifiers. BioNLP@ACL (Shared Task) 2013: 125-129 - [c57]Paula Goodale, Paul D. Clough, Mark M. Hall, Mark Stevenson, Kate Fernie, Jillian Griffiths:
Supporting Information Access and Sensemaking in Digital Cultural Heritage Environments. TPDL Workshops 2013: 143-154 - [c56]Parth Gupta, Paul D. Clough, Paolo Rosso, Mark Stevenson, Rafael E. Banchs:
PAN@FIRE: Overview of the Cross-Language !ndian News Story Search (CL!NSS) Track. FIRE 2013: 6:1-6:7 - [c55]Sheeva Afshan, Phil McMinn, Mark Stevenson:
Evolving Readable String Test Inputs Using a Natural Language Model to Reduce Human Oracle Cost. ICST 2013: 352-361 - [c54]Nikolaos Aletras, Mark Stevenson:
Evaluating Topic Coherence Using Distributional Semantics. IWCS 2013: 13-22 - [c53]Samuel Fernando, Paula Goodale, Paul D. Clough, Mark Stevenson, Mark M. Hall, Eneko Agirre:
Generating Paths through Cultural Heritage Collections. LaTeCH@ACL 2013: 1-10 - [c52]Judita Preiss, Mark Stevenson:
DALE: A Word Sense Disambiguation System for Biomedical Documents Trained using Automatically Labeled Examples. HLT-NAACL 2013: 1-4 - [c51]Nikolaos Aletras, Mark Stevenson:
Representing Topics Using Images. HLT-NAACL 2013: 158-167 - [c50]Judita Preiss, Mark Stevenson:
Unsupervised Domain Tuning to Improve Word Sense Disambiguation. HLT-NAACL 2013: 680-684 - [c49]Mark M. Hall, Paul D. Clough, Samuel Fernando, Paula Goodale, Mark Stevenson, Eneko Agirre, Arantxa Otegi, Aitor Soroa, Kate Fernie, Jillian Griffiths, Runar Bergheim:
Information seeking in digital cultural heritage with PATHS. SIGIR 2013: 1105-1106 - [c48]Judita Preiss, Mark Stevenson:
Distinguishing Common and Proper Nouns. *SEM@NAACL-HLT 2013: 80-84 - [c47]Eneko Agirre, Nikolaos Aletras, Aitor Gonzalez-Agirre, German Rigau, Mark Stevenson:
UBC_UOS-TYPED: Regression for typed-similarity. *SEM@NAACL-HLT 2013: 132-137 - 2012
- [j16]Bulut Aslan, Mark Stevenson, Linda C. Hendry:
Enterprise Resource Planning systems: An assessment of applicability to Make-To-Order companies. Comput. Ind. 63(7): 692-705 (2012) - [j15]Laura Plaza, Mark Stevenson, Alberto Díaz:
Resolving ambiguity in biomedical text to improve summarization. Inf. Process. Manag. 48(4): 755-766 (2012) - [j14]Mark Stevenson, Eneko Agirre, Aitor Soroa:
Exploiting domain information for Word Sense Disambiguation of medical documents. J. Am. Medical Informatics Assoc. 19(2): 235-240 (2012) - [j13]Nikolaos Aletras, Mark Stevenson, Paul D. Clough:
Computing similarity between items in a digital library of cultural heritage. ACM Journal on Computing and Cultural Heritage 5(4): 16:1-16:19 (2012) - [c46]Judita Preiss, Mark Stevenson, M. Heidi McClure:
Towards Semantic Literature Based Discovery. AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text 2012 - [c45]Weiwei Cheng, Judita Preiss, Mark Stevenson:
Scaling up WSD with Automatically Generated Examples. BioNLP@HLT-NAACL 2012: 231-239 - [c44]Eneko Agirre, Paul D. Clough, Samuel Fernando, Mark M. Hall, Arantxa Otegi, Mark Stevenson:
The Sheffield and Basque Country Universities Entry to CHiC: Using Random Walks and Similarity to Access Cultural Heritage. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c43]Samuel Fernando, Mark M. Hall, Eneko Agirre, Aitor Soroa, Paul D. Clough, Mark Stevenson:
Comparing Taxonomies for Organising Collections of Documents. COLING 2012: 879-894 - [c42]Rao Muhammad Adeel Nawab, Mark Stevenson, Paul D. Clough:
Retrieving Candidate Plagiarised Documents Using Query Expansion. ECIR 2012: 207-218 - [c41]Mark M. Hall, Paul D. Clough, Mark Stevenson:
Evaluating the Use of Clustering for Automatically Organising Digital Library Collections. TPDL 2012: 323-334 - [c40]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, Aitor Soroa, Mark Stevenson:
PATHS - Exploring Digital Cultural Heritage Spaces. TPDL 2012: 500-503 - [c39]Paula Goodale, Paul D. Clough, Nigel Ford, Mark M. Hall, Mark Stevenson, Samuel Fernando, Nikolaos Aletras, Kate Fernie, Phil Archer, Andrea de Polo:
User-Centred Design to Support Exploration and Path Creation in Cultural Heritage Collections. EuroHCIR 2012: 75-78 - [c38]Phil McMinn, Muzammil Shahbaz, Mark Stevenson:
Search-Based Test Input Generation for String Data Types Using the Results of Web Queries. ICST 2012: 141-150 - [c37]Nikolaos Aletras, Mark Stevenson:
Computing Similarity between Cultural Heritage Items using Multimodal Features. LaTeCH@EACL 2012: 85-93 - [c36]Samuel Fernando, Mark Stevenson:
Adapting Wikification to Cultural Heritage. LaTeCH@EACL 2012: 101-106 - [c35]Samuel Fernando, Mark Stevenson:
Mapping WordNet synsets to Wikipedia articles. LREC 2012: 590-596 - [c34]Eneko Agirre, Ander Barrena, Oier Lopez de Lacalle, Aitor Soroa, Samuel Fernando, Mark Stevenson:
Matching Cultural Heritage items to Wikipedia. LREC 2012: 1729-1735 - [c33]Muzammil Shahbaz, Phil McMinn, Mark Stevenson:
Automated Discovery of Valid Test Strings from the Web Using Dynamic Regular Expressions Collation and Natural Language Processing. QSIC 2012: 79-88 - [c32]Sam Biggins, Shaabi Mohammed, Sam Oakley, Luke Stringer, Mark Stevenson, Judita Preiss:
University_Of_Sheffield: Two Approaches to Semantic Text Similarity. SemEval@NAACL-HLT 2012: 655-661 - [c31]Rao Muhammad Adeel Nawab, Mark Stevenson, Paul D. Clough:
Detecting Text Reuse with Modified and Weighted N-grams. *SEM@NAACL-HLT 2012: 54-58 - [c30]Kate Fernie, Jillian Griffiths, Mark Stevenson, Paul D. Clough, Paula Goodale, Mark M. Hall, Phil Archer, Konstantinos Chandrinos, Eneko Agirre, Oier Lopez de Lacalle, Andrea de Polo, Runar Bergheim:
PATHS: Personalising access to cultural heritage spaces. VSMM 2012: 469-474 - 2011
- [j12]Paul D. Clough, Mark Stevenson:
Developing a corpus of plagiarised short answers. Lang. Resour. Evaluation 45(1): 5-24 (2011) - [c29]Rao Muhammad Adeel Nawab, Mark Stevenson, Paul D. Clough:
External Plagiarism Detection using Information Retrieval and Sequence Alignment - Notebook for PAN at CLEF 2011. CLEF (Notebook Papers/Labs/Workshop) 2011 - [c28]Alberto Barrón-Cedeño, Paolo Rosso, Sobha Lalitha Devi, Paul D. Clough, Mark Stevenson:
PAN@FIRE: Overview of the Cross-Language !ndian Text Re-Use Detection Competition. FIRE 2011: 59-70 - [c27]Kumutha Swampillai, Mark Stevenson:
Extracting Relations Within and Across Sentences. RANLP 2011: 25-32 - 2010
- [j11]Eneko Agirre, Aitor Soroa, Mark Stevenson:
Graph-based Word Sense Disambiguation of biomedical documents. Bioinform. 26(22): 2889-2896 (2010) - [j10]Mark Stevenson, Yikun Guo:
Disambiguation of ambiguous biomedical terms using examples generated from the UMLS Metathesaurus. J. Biomed. Informatics 43(5): 762-773 (2010) - [j9]Mark Stevenson, Yikun Guo:
Disambiguation in the biomedical domain: The role of ambiguity type. J. Biomed. Informatics 43(6): 972-981 (2010) - [j8]Lucia Specia, Mark Stevenson, Maria das Graças Volpe Nunes:
Assessing the contribution of shallow and deep knowledge sources for word sense disambiguation. Lang. Resour. Evaluation 44(4): 295-313 (2010) - [c26]Samuel Fernando, Mark Stevenson:
Aligning WordNet Synsets and Wikipedia Articles. Collaboratively-Built Knowledge Sources and AI 2010 - [c25]Laura Plaza, Mark Stevenson, Alberto Díaz:
Improving Summarization of Biomedical Documents Using Word Sense Disambiguation. BioNLP@ACL 2010: 55-63 - [c24]Rao Muhammad Adeel Nawab, Mark Stevenson, Paul D. Clough:
University of Sheffield - Lab Report for PAN at CLEF 2010. CLEF (Notebook Papers/LABs/Workshops) 2010 - [c23]Kumutha Swampillai, Mark Stevenson:
Inter-sentential Relations in Information Extraction Corpora. LREC 2010 - [c22]Mark Stevenson, Yikun Guo:
The Effect of Ambiguity on the Automated Acquisition of WSD Examples. HLT-NAACL 2010: 353-356 - [c21]Siva Reddy, Abhilash Inumella, Diana McCarthy, Mark Stevenson:
IIITH: Domain Specific Word Sense Disambiguation. SemEval@ACL 2010: 387-391
2000 – 2009
- 2009
- [c20]Mark Stevenson, Yikun Guo, Abdulaziz Alamri, Robert J. Gaizauskas:
Disambiguation of Biomedical Abbreviations. BioNLP@HLT-NAACL 2009: 71-79 - [p1]Tony Russell-Rose, Mark Stevenson:
The Role of Natural Language Processing in Information Retrieval: Searching for Meaning and Structure. Information Retrieval 2009: 215-231 - 2008
- [j7]Mark Stevenson, Yikun Guo, Robert J. Gaizauskas, David Martínez:
Disambiguation of biomedical text using diverse sources of information. BMC Bioinform. 9(S-11) (2008) - [c19]Mark Stevenson, Yikun Guo, Robert J. Gaizauskas, David Martínez:
Knowledge Sources for Word Sense Disambiguation of Biomedical Text. BioNLP 2008: 80-87 - [c18]Mark Stevenson, Yikun Guo, Robert J. Gaizauskas:
Acquiring Sense Tagged Examples using Relevance Feedback. COLING 2008: 809-816 - 2007
- [c17]Lucia Specia, Mark Stevenson, Maria das Graças Volpe Nunes:
Learning Expressive Models for Word Sense Disambiguation. ACL 2007 - 2006
- [j6]Mark Stevenson:
Fact distribution in Information Extraction. Lang. Resour. Evaluation 40(2): 183-201 (2006) - [c16]Lucia Specia, Maria das Graças Volpe Nunes, Mark Stevenson:
Translation Context Sensitive WSD. EAMT 2006 - [c15]Lucia Specia, Gabriela Castelo Branco Ribeiro, Maria das Graças Volpe Nunes, Mark Stevenson:
The Need for Application-Dependent WSD Strategies: A Case Study in MT. PROPOR 2006: 233-237 - [c14]Mark A. Greenwood, Mark Stevenson, Robert J. Gaizauskas:
The University of Sheffield's TREC 2006 Q&A Experiments. TREC 2006 - 2005
- [j5]Mark Stevenson:
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. Nat. Lang. Eng. 11(1): 125-128 (2005) - [j4]Lucia Specia, Maria das Graças Volpe Nunes, Mark Stevenson:
Exploiting Rules for Word Sense Disambiguation in Machine Translation. Proces. del Leng. Natural 35 (2005) - [c13]Mark Stevenson, Mark A. Greenwood:
A Semantic Approach to IE Pattern Induction. ACL 2005: 379-386 - 2004
- [j3]Judita Preiss, Mark Stevenson:
Introduction to the special issue on word sense disambiguation. Comput. Speech Lang. 18(3): 201-207 (2004) - [c12]Mark Stevenson:
Information Extraction from Single and Multiple Sentences. COLING 2004 - [c11]Paul D. Clough, Mark Stevenson:
Cross-Language Information Retrieval Using EuroWordNet and Word Sense Disambiguation. ECIR 2004: 327-337 - [c10]Mark Stevenson, Paul D. Clough:
EuroWordNet as a Resource for Cross-language Information Retrieval. LREC 2004 - 2002
- [c9]Mark Stevenson:
Augmenting Noun Taxonomies by Combining Lexical Similarity Metrics. COLING 2002 - [c8]Tony Rose, Mark Stevenson, Miles Whitehead:
The Reuters Corpus Volume 1 -from Yesterday's News to Tomorrow's Language Resources. LREC 2002 - 2001
- [j2]Mark Stevenson, Yorick Wilks:
The Interaction of Knowledge Sources in Word Sense Disambiguation. Comput. Linguistics 27(3): 321-349 (2001) - 2000
- [c7]Mark Stevenson, Robert J. Gaizauskas:
Experiments on Sentence Boundary Detection. ANLP 2000: 84-89 - [c6]Mark Stevenson, Robert J. Gaizauskas:
Using Corpus-derived Name Lists for Named Entity Recognition. ANLP 2000: 290-295
1990 – 1999
- 1999
- [c5]Mark Stevenson:
A Corpus-Based Approach to Deriving Lexical Mappings. EACL 1999: 285-286 - [c4]Mark Stevenson, Yorick Wilks:
Combining Weak Knowledge Sources for Sense Disambiguation. IJCAI 1999: 884-889 - 1998
- [j1]Yorick Wilks, Mark Stevenson:
The grammar of sense: Using part-of-speech tags as a first step in semantic disambiguation. Nat. Lang. Eng. 4(2): 135-143 (1998) - [c3]Yorick Wilks, Mark Stevenson:
Word Sense Disambiguation using Optimised Combinations of Knowledge Sources. COLING-ACL 1998: 1398-1402 - [c2]Hamish Cunningham, Mark Stevenson, Yorick Wilks:
Implementing a Sense Tagger in a General Architecture for Text Engineering. CoNLL 1998: 59-72 - [c1]Mark Stevenson, Hamish Cunningham, Yorick Wilks:
Sense Tagging and Language Engineering. ECAI 1998: 185-189 - [i3]Yorick Wilks, Mark Stevenson:
Word Sense Disambiguation using Optimised Combinations of Knowledge Sources. CoRR cmp-lg/9806014 (1998) - 1997
- [i2]Yorick Wilks, Mark Stevenson:
Sense Tagging: Semantic Tagging with a Lexicon. CoRR cmp-lg/9705016 (1997) - 1996
- [i1]Yorick Wilks, Mark Stevenson:
The Grammar of Sense: Is word-sense tagging much more than part-of-speech tagging? CoRR cmp-lg/9607028 (1996)
Coauthor Index
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