Ghent University Academic Bibliography

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Cost-effective fault diagnosis of nearby photovoltaic systems using graph neural networks

Jonas Van Gompel (UGent) , Domenico Spina (UGent) and Chris Develder (UGent)

(2023) ENERGY. 266.
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Learning to reuse distractors to support multiple choice question generation in education

Semere Kiros Bitew (UGent) , Amir Hadifar (UGent) , Lucas Sterckx, Johannes Deleu (UGent) , Chris Develder (UGent) and Thomas Demeester (UGent)

(2023) IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES. p.1-16
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CookDial : a dataset for task-oriented dialogs grounded in procedural documents

Yiwei Jiang (UGent) , Klim Zaporojets (UGent) , Johannes Deleu (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2023) APPLIED INTELLIGENCE. 53(4). p.4748-4766
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EduQG : a multi-format multiple-choice dataset for the educational domain

Amir Hadifar (UGent) , Semere Kiros Bitew (UGent) , Johannes Deleu (UGent) , Chris Develder (UGent) and Thomas Demeester (UGent)

(2023) IEEE ACCESS. 11. p.20885-20896
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Physics-informed LSTM network for flexibility identification in evaporative cooling system

Manu Lahariya (UGent) , Karami Farzaneh (UGent) , Chris Develder (UGent) and Guillaume Crevecoeur (UGent)

(2023) IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. 19(2). p.1484-1494
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TempEL : linking dynamically evolving and newly emerging entities

Klim Zaporojets (UGent) , Lucie-Aimée Kaffee, Johannes Deleu (UGent) , Thomas Demeester (UGent) , Chris Develder (UGent) and Isabelle Augenstein

(2022) NeurIPS 2022, thirty-sixth Conference on Neural Information Processing Systems, Proceedings.
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Learning physics-informed simulation models for soft robotic manipulation : a case study with dielectric elastomer actuators

Manu Lahariya (UGent) , Craig Innes, Chris Develder (UGent) and Subramanian Ramamoorthy

(2022) 2022 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS). In IEEE International Conference on Intelligent Robots and Systems p.11031-11038
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UGent-T2K at the 2nd DialDoc shared task : a retrieval-focused dialog system grounded in multiple documents

Yiwei Jiang (UGent) , Amir Hadifar (UGent) , Johannes Deleu (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2022) Proceedings of the Second DialDoc Workshop on Document-grounded Dialogue and Conversational Question Answering. p.115-122
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Towards consistent document-level entity linking : joint models for entity linking and coreference resolution

Klim Zaporojets (UGent) , Johannes Deleu (UGent) , Yiwei Jiang (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2022) PROCEEDINGS OF THE 60TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2022) : (SHORT PAPERS), VOL 2. p.778-784
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Design of negative sampling strategies for distantly supervised skill extraction

Jens-Joris Decorte (UGent) , Jeroen Van Hautte, Johannes Deleu (UGent) , Chris Develder (UGent) and Thomas Demeester (UGent)

(2022) RecSys in HR 2022 : the 2nd Workshop on Recommender Systems for Human Resources, Proceedings. p.1-7
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Physics informed neural networks for control oriented thermal modeling of buildings

Gargya Gokhale (UGent) , Bert Claessens (UGent) and Chris Develder (UGent)

(2022) APPLIED ENERGY. 314.
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Satellite based fault diagnosis of photovoltaic systems using recurrent neural networks

Jonas Van Gompel (UGent) , Domenico Spina (UGent) and Chris Develder (UGent)

(2022) APPLIED ENERGY. 305.
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Robustifying sentiment classification by maximally exploiting few counterfactuals

Maarten De Raedt (UGent) , Fréderic Godin, Chris Develder (UGent) and Thomas Demeester (UGent)

(2022) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. p.11386-11400
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DWIE : an entity-centric dataset for multi-task document-level information extraction

Klim Zaporojets (UGent) , Johannes Deleu (UGent) , Chris Develder (UGent) and Thomas Demeester (UGent)

(2021) INFORMATION PROCESSING & MANAGEMENT. 58(4).
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Physics-informed recurrent neural networks for the identification of a generic energy buffer system

Manu Lahariya (UGent) , Karami Farzaneh (UGent) , Chris Develder (UGent) and Guillaume Crevecoeur (UGent)

(2021) 2021 IEEE 10th Data Driven Control and Learning Systems Conference (DDCLS). In Data Driven Control and Learning Systems Conference p.1044-1049
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Solving arithmetic word problems by scoring equations with recursive neural networks

Klim Zaporojets (UGent) , Giannis Bekoulis, Johannes Deleu (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2021) EXPERT SYSTEMS WITH APPLICATIONS. 174.
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JobBERT : understanding job titles through skills

Jens-Joris Decorte (UGent) , Jeroen Van Hautte, Thomas Demeester (UGent) and Chris Develder (UGent)

(2021) FEAST, ECML-PKDD 2021 Workshop, Proceedings.
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Exploration of block-wise dynamic sparseness

Amir Hadifar (UGent) , Johannes Deleu (UGent) , Chris Develder (UGent) and Thomas Demeester (UGent)

(2021) PATTERN RECOGNITION LETTERS. 151. p.187-192
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Injecting knowledge base information into end-to-end joint entity and relation extraction and coreference resolution

Severine Verlinden, Klim Zaporojets (UGent) , Johannes Deleu (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2021) Findings of the Association for Computational Linguistics : ACL-IJCNLP 2021. p.1952-1957
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A simple geometric method for cross-lingual linguistic transformations with pre-trained autoencoders

Maarten De Raedt (UGent) , Fréderic Godin, Pieter Buteneers, Chris Develder (UGent) and Thomas Demeester (UGent)

(2021) 2021 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2021). p.10108-10114
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Lazy low-resource coreference resolution : a study on leveraging black-box translation tools

Semere Kiros Bitew (UGent) , Johannes Deleu (UGent) , Chris Develder (UGent) and Thomas Demeester (UGent)

(2021) Proceedings of the Fourth Workshop on Computational Models of Reference, Anaphora and Coreference. p.57-62
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Temporal convolutional networks for fault diagnosis of photovoltaic systems using satellite and inverter measurements

Jonas Van Gompel (UGent) , Domenico Spina (UGent) and Chris Develder (UGent)

(2021) BuildSys 2021, the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities and Transportation, Proceedings. p.180-183
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A million tweets are worth a few points : tuning transformers for customer service tasks

Amir Hadifar (UGent) , Sofie Labat (UGent) , Veronique Hoste (UGent) , Chris Develder (UGent) and Thomas Demeester (UGent)

(2021) 2021 CONFERENCE OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS: HUMAN LANGUAGE TECHNOLOGIES (NAACL-HLT 2021). p.220-225
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A voltage and current measurement dataset for plug load appliance identification in households

Roberto Medico, Leen De Baets (UGent) , Jingkun Gao, Suman Giri, Emre Kara, Tom Dhaene (UGent) , Chris Develder (UGent) , Mario Berges and Dirk Deschrijver (UGent)

(2020) SCIENTIFIC DATA. 7(1).
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Peak shaving through battery storage for low-voltage enterprises with peak demand pricing

Vasileios Papadopoulos (UGent) , Jos Knockaert (UGent) , Chris Develder (UGent) and Jan Desmet (UGent)

(2020) ENERGIES. 13(5).
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Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning

Nasrin Sadeghianpourhamami, Johannes Deleu (UGent) and Chris Develder (UGent)

(2020) IEEE TRANSACTIONS ON SMART GRID. 11(1). p.203-214
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Defining a synthetic data generator for realistic electric vehicle charging sessions

Manu Lahariya (UGent) , Dries Benoit (UGent) and Chris Develder (UGent)

(2020) e-Energy '20 : Proceedings of the Eleventh ACM International Conference on Future Energy Systems.
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Synthetic data generator for electric vehicle charging sessions : modeling and evaluation using real-world data

Manu Lahariya (UGent) , Dries Benoit (UGent) and Chris Develder (UGent)

(2020) ENERGIES. 13(16).
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Recipe instruction semantics corpus (RISeC) : resolving semantic structure and zero anaphora in recipes

Yiwei Jiang (UGent) , Klim Zaporojets (UGent) , Johannes Deleu (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2020) Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing. p.821-826
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Investigating the need for real time measurements in industrial wind power systems combined with battery storage

Vasileios Papadopoulos (UGent) , Jos Knockaert (UGent) , Chris Develder (UGent) and Jan Desmet (UGent)

(2019) APPLIED ENERGY. 247. p.559-571
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Bayesian cylindrical data modeling using Abe-Ley mixtures

Nasrin Sadeghianpourhamami, Dries Benoit (UGent) , Dirk Deschrijver (UGent) and Chris Develder (UGent)

(2019) APPLIED MATHEMATICAL MODELLING. 68. p.629-642
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Reduced state space and cost function in reinforcement learning for demand response control of multiple EV charging stations

Manu Lahariya (UGent) , Nasrin Sadeghianpourhamami and Chris Develder (UGent)

(2019) BUILDSYS'19 : PROCEEDINGS OF THE 6TH ACM INTERNATIONAL CONFERENCE ON SYSTEMS FOR ENERGY-EFFICIENT BUILDINGS, CITIES, AND TRANSPORTATION. p.344-345
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Techno-economic study of hydrogen production using PV, wind power and battery storage

Vasileios Papadopoulos (UGent) , Jos Knockaert (UGent) , Chris Develder (UGent) and Jan Desmet (UGent)

(2019) PROCEEDINGS OF THE 2019 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES EUROPE (ISGT-EUROPE). In IEEE PES Innovative Smart Grid Technologies Conference Europe
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Feasibility of 100% renewable energy-based electricity production for cities with storage and flexibility

Arun Narayanan (UGent) , Kevin Mets (UGent) , Matthias Strobbe (UGent) and Chris Develder (UGent)

(2019) RENEWABLE ENERGY. 134. p.698-709
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Detection of unidentified appliances in non-intrusive load monitoring using siamese neural networks

Leen De Baets (UGent) , Chris Develder (UGent) , Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2019) INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS. 104. p.645-653
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Sub-event detection from Twitter streams as a sequence labeling problem

Ioannis Bekoulis, Johannes Deleu (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2019) Annual Conference of the North American Chapter of the Association for Computational Linguistics. p.1-6
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A self-training approach for short text clustering

Amir Hadifar (UGent) , Lucas Sterckx (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2019) 4TH WORKSHOP ON REPRESENTATION LEARNING FOR NLP (REPL4NLP-2019). p.194-199
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Predicting suicide risk from online postings in Reddit : the UGent-IDLab submission to the CLPysch 2019 Shared Task A

Semere Kiros Bitew (UGent) , Ioannis Bekoulis, Johannes Deleu (UGent) , Lucas Sterckx (UGent) , Klim Zaporojets (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2019) Computationallinguistics and clinical psychology : from keyboard to clinic : Proceedings of the Sixth Workshop on Computational Linguistics and Clinical Psychology. p.158-161
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Appliance classification using VI trajectories and convolutional neural networks

Leen De Baets (UGent) , Joeri Ruyssinck (UGent) , Chris Develder (UGent) , Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2018) ENERGY AND BUILDINGS. 158. p.32-36
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Quantitive analysis of electric vehicle flexibility : a data-driven approach

Nasrin Sadeghianpourhamami, N. Refa, Matthias Strobbe (UGent) and Chris Develder (UGent)

(2018) INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS. 95. p.451-462
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Predefined sparseness in recurrent sequence model

Thomas Demeester (UGent) , Johannes Deleu (UGent) , Fréderic Godin and Chris Develder (UGent)

(2018) Proceedings of the 22nd Conference on Computational Natural Language Learning. p.324-333
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Creation and evaluation of large keyphrase extraction collections with multiple opinions

Lucas Sterckx (UGent) , Thomas Demeester (UGent) , Johannes Deleu (UGent) and Chris Develder (UGent)

(2018) LANGUAGE RESOURCES AND EVALUATION. 52(2). p.503-532
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An attentive neural architecture for joint segmentation and parsing and its application to real estate ads

Ioannis Bekoulis, Johannes Deleu (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2018) EXPERT SYSTEMS WITH APPLICATIONS. 102. p.100-112
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Adversarial training for multi-context joint entity and relation extraction

Ioannis Bekoulis, Johannes Deleu (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2018) Conference on Empirical Methods in Natural Language Processing, Proceedings. p.1-7
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Joint entity recognition and relation extraction as a multi-head selection problem

Ioannis Bekoulis, Johannes Deleu (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2018) EXPERT SYSTEMS WITH APPLICATIONS. 114. p.34-45
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VI-based appliance classification using aggregated power consumption data

Leen De Baets (UGent) , Tom Dhaene (UGent) , Dirk Deschrijver (UGent) , Mario Berges and Chris Develder (UGent)

(2018) 2018 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP 2018). p.179-186
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Modeling real-world flexibility of residential power consumption : exploring the cylindrical WeiSSVM distribution

Nasrin Sadeghianpourhamami, Dries F. Benoit, Dirk Deschrijver (UGent) and Chris Develder (UGent)

(2018) E-ENERGY'18: PROCEEDINGS OF THE 9TH ACM INTERNATIONAL CONFERENCE ON FUTURE ENERGY SYSTEMS. p.408-410
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Achieving scalable model-free demand response in charging an electric vehicle fleet with reinforcement learning

Nasrin Sadeghianpourhamami, Johannes Deleu (UGent) and Chris Develder (UGent)

(2018) E-ENERGY'18: PROCEEDINGS OF THE 9TH ACM INTERNATIONAL CONFERENCE ON FUTURE ENERGY SYSTEMS. p.411-413
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Design and experimental validation of an LTE-based synchrophasor network in a medium voltage distribution grid

Asja Derviškadić, Paolo Romano, Chang Ge, Wei Koong Chai, Chris Develder (UGent) , Lorenzo Zanni, Marco Pignati and Mario Paolone

(2018) 2018 POWER SYSTEMS COMPUTATION CONFERENCE (PSCC). p.1-7
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Predicting psychological health from childhood essays : the UGent-IDLab CLPsych 2018 shared task system.

Klim Zaporojets, Lucas Sterckx (UGent) , Johannes Deleu (UGent) , Thomas Demeester (UGent) and Chris Develder (UGent)

(2018) p.119-125

Cost-effective fault diagnosis of nearby photovoltaic systems using graph neural networks

Learning to reuse distractors to support multiple choice question generation in education

CookDial : a dataset for task-oriented dialogs grounded in procedural documents

EduQG : a multi-format multiple-choice dataset for the educational domain

Physics-informed LSTM network for flexibility identification in evaporative cooling system

TempEL : linking dynamically evolving and newly emerging entities

Learning physics-informed simulation models for soft robotic manipulation : a case study with dielectric elastomer actuators

UGent-T2K at the 2nd DialDoc shared task : a retrieval-focused dialog system grounded in multiple documents

Towards consistent document-level entity linking : joint models for entity linking and coreference resolution

Design of negative sampling strategies for distantly supervised skill extraction

Physics informed neural networks for control oriented thermal modeling of buildings

Satellite based fault diagnosis of photovoltaic systems using recurrent neural networks

Robustifying sentiment classification by maximally exploiting few counterfactuals

DWIE : an entity-centric dataset for multi-task document-level information extraction

Physics-informed recurrent neural networks for the identification of a generic energy buffer system

Solving arithmetic word problems by scoring equations with recursive neural networks

JobBERT : understanding job titles through skills

Exploration of block-wise dynamic sparseness

Injecting knowledge base information into end-to-end joint entity and relation extraction and coreference resolution

A simple geometric method for cross-lingual linguistic transformations with pre-trained autoencoders

Lazy low-resource coreference resolution : a study on leveraging black-box translation tools

Temporal convolutional networks for fault diagnosis of photovoltaic systems using satellite and inverter measurements

A million tweets are worth a few points : tuning transformers for customer service tasks

A voltage and current measurement dataset for plug load appliance identification in households

Peak shaving through battery storage for low-voltage enterprises with peak demand pricing

Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning

Defining a synthetic data generator for realistic electric vehicle charging sessions

Synthetic data generator for electric vehicle charging sessions : modeling and evaluation using real-world data

Recipe instruction semantics corpus (RISeC) : resolving semantic structure and zero anaphora in recipes

Investigating the need for real time measurements in industrial wind power systems combined with battery storage

Bayesian cylindrical data modeling using Abe-Ley mixtures

Reduced state space and cost function in reinforcement learning for demand response control of multiple EV charging stations

Techno-economic study of hydrogen production using PV, wind power and battery storage

Feasibility of 100% renewable energy-based electricity production for cities with storage and flexibility

Detection of unidentified appliances in non-intrusive load monitoring using siamese neural networks

Sub-event detection from Twitter streams as a sequence labeling problem

A self-training approach for short text clustering

Predicting suicide risk from online postings in Reddit : the UGent-IDLab submission to the CLPysch 2019 Shared Task A

Appliance classification using VI trajectories and convolutional neural networks

Quantitive analysis of electric vehicle flexibility : a data-driven approach

Predefined sparseness in recurrent sequence model

Creation and evaluation of large keyphrase extraction collections with multiple opinions

An attentive neural architecture for joint segmentation and parsing and its application to real estate ads

Adversarial training for multi-context joint entity and relation extraction

Joint entity recognition and relation extraction as a multi-head selection problem

VI-based appliance classification using aggregated power consumption data

Modeling real-world flexibility of residential power consumption : exploring the cylindrical WeiSSVM distribution

Achieving scalable model-free demand response in charging an electric vehicle fleet with reinforcement learning

Design and experimental validation of an LTE-based synchrophasor network in a medium voltage distribution grid

Predicting psychological health from childhood essays : the UGent-IDLab CLPsych 2018 shared task system.