Dimitra Gkatzia

Most-cited papers

Natural Language Generation enhances human decision-making with uncertain information
Dimitra Gkatzia, Oliver Lemon, Verena Rieser
2016Annual Meeting of the Association for Computational Linguistics1,987 citations Open access
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Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions
David M. Howcroft, Anya Belz, Miruna Clinciu, Dimitra Gkatzia +6 more
2020International Conference on Natural Language Generation288 citations Open access
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A Snapshot of NLG Evaluation Practices 2005 - 2014
Dimitra Gkatzia, Saad Mahamood
2015European Workshop on Natural Language Generation59 citations Open access
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Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP
Anya Belz, Craig Thomson, Ehud Reiter, Gavin Abercrombie +38 more
2023First Workshop on Insights from Negative Results in NLP52 citations Open access
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Automatic Metrics in Natural Language Generation: A survey of Current Evaluation Practices
Patrícia Schmidtová, Saad Mahamood, Simone Balloccu, Ondrej Dusek +5 more
2024International Conference on Natural Language Generation49 citations
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GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang +73 more
2022Conference on Empirical Methods in Natural Language Processing44 citations Open access
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Underreporting of errors in NLG output, and what to do about it
Emiel van Miltenburg, Miruna Clinciu, Ondrej Dusek, Dimitra Gkatzia +7 more
2021International Conference on Natural Language Generation44 citations Open access
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CAPE: Context-Aware Private Embeddings for Private Language Learning
Richard Plant, Dimitra Gkatzia, Valerio Giuffrida
2021Conference on Empirical Methods in Natural Language Processing40 citations Open access
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Monitoring Users' Behavior: Anti-Immigration Speech Detection on Twitter
N. Pitropakis, Kamil Kokot, Dimitra Gkatzia, Robert Ludwiniak +2 more
2020Machine Learning and Knowledge Extraction35 citations Open access
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Comparing Multi-label Classification with Reinforcement Learning for Summarisation of Time-series Data
Dimitra Gkatzia, H. Hastie, Oliver Lemon
2014Annual Meeting of the Association for Computational Linguistics27 citations Open access
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Data-to-Text Generation Improves Decision-Making Under Uncertainty
Dimitra Gkatzia, Oliver Lemon, Verena Rieser
2017IEEE Computational Intelligence Magazine23 citations Open access
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You Are What You Write: Preserving Privacy in the Era of Large Language Models
Richard Plant, Valerio Giuffrida, Dimitra Gkatzia
2022arXiv.org22 citations Open access
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Content Selection in Data-to-Text Systems: A Survey
Dimitra Gkatzia
2016arXiv.org21 citations
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Generating Student Feedback from Time-Series Data Using Reinforcement Learning
Dimitra Gkatzia, H. Hastie, S. Janarthanam, Oliver Lemon
2013European Workshop on Natural Language Generation20 citations
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Generating unambiguous and diverse referring expressions
Nikolaos Panagiaris, E. Hart, Dimitra Gkatzia
2021Computer Speech and Language18 citations Open access
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From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes
Dimitra Gkatzia, Verena Rieser, P. Bartie, W. Mackaness
2015Conference on Empirical Methods in Natural Language Processing18 citations Open access
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LLMs as Span Annotators: A Comparative Study of LLMs and Humans
Zdeněk Kasner, Vilém Zouhar, Patrícia Schmidtová, Ivan Kartáč +6 more
2025Proceedings of the First Workshop on Multilingual Multicultural Evaluation14 citations Open access
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Generating and Evaluating Landmark-Based Navigation Instructions in Virtual Environments
Amanda Cercas Curry, Dimitra Gkatzia, Verena Rieser
2015European Workshop on Natural Language Generation13 citations Open access
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Finding middle ground? Multi-objective Natural Language Generation from time-series data
Dimitra Gkatzia, H. Hastie, Oliver Lemon
2014Conference of the European Chapter of the Association for Computational Linguistics13 citations Open access
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Barriers and enabling factors for error analysis in NLG research
Emiel van Miltenburg, Miruna Clinciu, Ondrej Dusek, Dimitra Gkatzia +6 more
2023NEJLT11 citations Open access
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Opportunities and risks in the use of AI in career development practice
Marianne Wilson, Peter Robertson, Peter Cruickshank, Dimitra Gkatzia
2022Journal of the National Institute for Career Education and Counselling11 citations Open access
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Improving the Naturalness and Diversity of Referring Expression Generation models using Minimum Risk Training
Nikolaos Panagiaris, E. Hart, Dimitra Gkatzia
2020International Conference on Natural Language Generation10 citations Open access
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Task2Dial: A Novel Task and Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents
Carl Strathearn, Dimitra Gkatzia
2022Workshop on Document-grounded Dialogue and Conversational Question Answering9 citations Open access
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Do My Eyes Deceive Me? A Survey of Human Evaluations of Hallucinations in NLG
Patrícia Schmidtová, Eduardo Calò, Simone Balloccu, Dimitra Gkatzia +6 more
2025International Conference on Natural Language Generation8 citations
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"What's this?" Comparing Active learning Strategies for Concept Acquisition in HRI
Dimitra Gkatzia, Francesco Belvedere
2021IEEE/ACM International Conference on Human-Robot Interaction7 citations
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Chefbot: A Novel Framework for the Generation of Commonsense-enhanced Responses for Task-based Dialogue Systems
Carl Strathearn, Dimitra Gkatzia
2021International Conference on Natural Language Generation7 citations Open access
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It’s Commonsense, isn’t it? Demystifying Human Evaluations in Commonsense-Enhanced NLG Systems
Miruna Clinciu, Dimitra Gkatzia, Saad Mahamood
2021HUMEVAL6 citations
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How to talk to strangers: Generating medical reports for first-time users
Dimitra Gkatzia, Verena Rieser, Oliver Lemon
2016IEEE International Conference on Fuzzy Systems6 citations Open access
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Multi-adaptive Natural Language Generation using Principal Component Regression
Dimitra Gkatzia, H. Hastie, Oliver Lemon
2014International Conference on Natural Language Generation6 citations Open access
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Generating Verbal Descriptions from Medical Sensor Data: A Corpus Study on User Preferences
Dimitra Gkatzia, Verena Rieser, A. Mcsporran, A. Mcgowan +2 more
20146 citations Open access
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Most NLG is Low-Resource: here’s what we can do about it
David M. Howcroft, Dimitra Gkatzia
2022IEEE Games Entertainment Media Conference5 citations Open access
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Multi3Generation: Multitask, Multilingual, Multimodal Language Generation
Anabela Marques Barreiro, José G. C. De Souza, A. Gatt, M. Bhatt +11 more
2022European Association for Machine Translation Conferences/Workshops5 citations
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A Game-Based Setup for Data Collection and Task-Based Evaluation of Uncertain Information Presentation
Dimitra Gkatzia, Amanda Cercas Curry, Verena Rieser, Oliver Lemon
2015European Workshop on Natural Language Generation5 citations Open access
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The Task2Dial Dataset: A Novel Dataset for Commonsense-enhanced Task-based Dialogue Grounded in Documents
Carl Strathearn, Dimitra Gkatzia
2021International Conference on Natural Language and Speech Processing4 citations
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Improving the Naturalness and Expressivity of Language Generation for Spanish
Cristina Barros, Dimitra Gkatzia, Elena Lloret
2017International Conference on Natural Language Generation4 citations Open access
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Generation for Things Unknown : Accounting for First-Time Users and Hidden Scenes
Verena Rieser, Dimitra Gkatzia
20154 citations
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Exploratory Navigation for Runners Through Geographic Area Classification with Crowd-Sourced Data
D. McGookin, Dimitra Gkatzia, H. Hastie
2015International Conference on Human-Computer Interaction with Mobile Devices and Services4 citations
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Building a dual dataset of text- and image-grounded conversations and summarisation in Gàidhlig (Scottish Gaelic)
David M. Howcroft, William Lamb, A. Groundwater, Dimitra Gkatzia
2023International Conference on Natural Language Generation2 citations Open access
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Learning from limited datasets: Implications for Natural Language Generation and Human-Robot Interaction
Jekaterina Belakova, Dimitra Gkatzia
2018IEEE/ACM International Conference on Human-Robot Interaction2 citations Open access
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Inflection Generation for Spanish Verbs using Supervised Learning
Cristina Barros, Dimitra Gkatzia, Elena Lloret
2017SWCN@EMNLP2 citations Open access
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Data-driven approaches to content selection for data-to-text generation
Dimitra Gkatzia
20152 citations
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enunlg: a Python library for reproducible neural data-to-text experimentation
David M. Howcroft, Dimitra Gkatzia
2023International Conference on Natural Language Generation1 citations
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LOWRECORP: the Low-Resource NLG Corpus Building Challenge
Khyathi Raghavi Chandu, David M. Howcroft, Dimitra Gkatzia, Yi-Ling Chung +4 more
2023International Conference on Natural Language Generation1 citations Open access
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Second Workshop on Natural Language Generation for Human-Robot Interaction
Hendrik Buschmeier, Mary Ellen Foster, Dimitra Gkatzia
2020IEEE/ACM International Conference on Human-Robot Interaction1 citations
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How to Talk to Strangers: Minimising Regret when Generating Medical Reports for Unknown Users
Dimitra Gkatzia, Verena Rieser, Oliver Lemon
20161 citations
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An Ensemble method for Content Selection for Data-to-text Systems
Dimitra Gkatzia, H. Hastie
2015arXiv.org1 citations
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TaskMaster: A Novel Cross-platform Task-based Spoken Dialogue System for Human-Robot Interaction
Carl Strathearn, Yanchao Yu, Dimitra Gkatzia
1 citations
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The REAL Corpus: A Crowd-Sourced Corpus of Human Generated and Evaluated Spatial References to Real-World Urban Scenes
P. Bartie, W. Mackaness, Dimitra Gkatzia, Verena Rieser
2016International Conference on Language Resources and Evaluation0 citations Open access
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Dynamic user modelling for personalised report generation of time-series data
Dimitra Gkatzia, H. Hastie
20120 citations
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MSc ARTIFICIAL INTELLIGENCE Course Dissertations (Abstracts) 2010/2011
Dimitra Gkatzia
20110 citations
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