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2020 – today
- 2024
[c76]James O'Doherty, Cian Nolan, Yufang Hou, Anya Belz:
Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation. ACL (Student Research Workshop) 2024: 499-518- [c75]Michela Lorandi
, Anya Belz:
High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models. EACL (Findings) 2024: 1451-1461 - [c74]Mohammed Mohammed, Anya Belz:
Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods. EACL (Findings) 2024: 1548-1556 - [c73]Anya Belz, Simon Mille, Craig Thomson, Rudali Huidrom:
QCET: An Interactive Taxonomy of Quality Criteria for Comparable and Repeatable Evaluation of NLP Systems. INLG (System Demonstrations) 2024: 9-12 - [c72]Simon Mille, Massimiliano Pronesti, Craig Thomson, Michela Lorandi, Sophie Fitzpatrick, Rudali Huidrom, Mohammed Sabry, Amy O'Riordan, Anya Belz:
Filling Gaps in Wikipedia: Leveraging Data-to-Text Generation to Improve Encyclopedic Coverage of Underrepresented Groups. INLG (System Demonstrations) 2024: 16-19 - [c71]Craig Thomson, Anya Belz:
(Mostly) Automatic Experiment Execution for Human Evaluations of NLP Systems. INLG 2024: 272-279 - [c70]Rudali Huidrom, Anya Belz, Michela Lorandi:
Differences in Semantic Errors Made by Different Types of Data-to-text Systems. INLG 2024: 609-621 - [i16]Mohammed Sabry, Anya Belz:
Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods. CoRR abs/2401.14228 (2024) - [i15]Michela Lorandi, Anya Belz:
High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models. CoRR abs/2402.12267 (2024) - [i14]Michela Lorandi, Anya Belz:
Reproducing the Metric-Based Evaluation of a Set of Controllable Text Generation Techniques. CoRR abs/2405.07875 (2024) - [i13]Anya Belz, Craig Thomson:
HEDS 3.0: The Human Evaluation Data Sheet Version 3.0. CoRR abs/2412.07940 (2024) - 2023
- [c69]Maja Popovic, Mohammad Arvan, Natalie Parde, Anya Belz:
Exploring Variation of Results from Different Experimental Conditions. ACL (Findings) 2023: 2746-2757 - [c68]Anya Belz, Craig Thomson, Ehud Reiter, Simon Mille:
Non-Repeatable Experiments and Non-Reproducible Results: The Reproducibility Crisis in Human Evaluation in NLP. ACL (Findings) 2023: 3676-3687 - [c67]Simon Mille, Francois Lareau, Stamatia Dasiopoulou, Anya Belz:
Mod-D2T: A Multi-layer Dataset for Modular Data-to-Text Generation. INLG 2023: 455-466 - [c66]Rudali Huidrom, Anya Belz:
Towards a Consensus Taxonomy for Annotating Errors in Automatically Generated Text. RANLP 2023: 527-540 - [c65]Michela Lorandi, Anya Belz:
How to Control Sentiment in Text Generation: A Survey of the State-of-the-Art in Sentiment-Control Techniques. WASSA@ACL 2023: 341-353 - [i12]Mohammed Sabry, Anya Belz:
PEFT-Ref: A Modular Reference Architecture and Typology for Parameter-Efficient Finetuning Techniques. CoRR abs/2304.12410 (2023) - [i11]Anya Belz, Craig Thomson, Ehud Reiter, Gavin Abercrombie, Jose Maria Alonso-Moral, Mohammad Arvan, Jackie Chi Kit Cheung, Mark Cieliebak, Elizabeth Clark, Kees van Deemter, Tanvi Dinkar, Ondrej Dusek, Steffen Eger, Qixiang Fang, Albert Gatt, Dimitra Gkatzia, Javier González-Corbelle, Dirk Hovy, Manuela Hürlimann, Takumi Ito, John D. Kelleher, Filip Klubicka, Huiyuan Lai, Chris van der Lee, Emiel van Miltenburg, Yiru Li, Saad Mahamood, Margot Mieskes, Malvina Nissim, Natalie Parde, Ondrej Plátek, Verena Rieser, Pablo Mosteiro Romero, Joel R. Tetreault, Antonio Toral, Xiaojun Wan, Leo Wanner, Lewis Watson, Diyi Yang:
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP. CoRR abs/2305.01633 (2023) - [i10]Michela Lorandi, Anya Belz:
Data-to-text Generation for Severely Under-Resourced Languages with GPT-3.5: A Bit of Help Needed from Google Translate. CoRR abs/2308.09957 (2023) - 2022
- [j6]Anya Belz:
A Metrological Perspective on Reproducibility in NLP. Comput. Linguistics 48(4): 1125-1135 (2022) - [c64]Anya Belz, Maja Popovic, Simon Mille:
Quantified Reproducibility Assessment of NLP Results. ACL (1) 2022: 16-28 - [c63]Francesco Moramarco, Alex Papadopoulos-Korfiatis, Mark Perera, Damir Juric, Jack Flann, Ehud Reiter, Anya Belz, Aleksandar Savkov:
Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation. ACL (1) 2022: 5739-5754 - [c62]Aleksandar Savkov, Francesco Moramarco, Alex Papadopoulos-Korfiatis, Mark Perera, Anya Belz, Ehud Reiter:
Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation. EMNLP (Industry Track) 2022: 111-120 - [c61]Tom Knoll, Francesco Moramarco, Alex Papadopoulos-Korfiatis, Rachel Young, Claudia Ruffini, Mark Perera, Christian Perstl, Ehud Reiter, Anya Belz, Aleksandar Savkov:
User-Driven Research of Medical Note Generation Software. NAACL-HLT 2022: 385-394 - [i9]Francesco Moramarco, Alex Papadopoulos-Korfiatis, Mark Perera, Damir Juric, Jack Flann, Ehud Reiter, Anya Belz, Aleksandar Savkov:
Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation. CoRR abs/2204.00447 (2022) - [i8]Anya Belz, Maja Popovic, Simon Mille:
Quantified Reproducibility Assessment of NLP Results. CoRR abs/2204.05961 (2022) - [i7]Tom Knoll, Francesco Moramarco, Alex Papadopoulos-Korfiatis, Rachel Young, Claudia Ruffini, Mark Perera, Christian Perstl, Ehud Reiter, Anya Belz, Aleksandar Savkov:
User-Driven Research of Medical Note Generation Software. CoRR abs/2205.02549 (2022) - [i6]Aleksandar Savkov, Francesco Moramarco, Alex Papadopoulos-Korfiatis, Mark Perera, Anya Belz, Ehud Reiter:
Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation. CoRR abs/2211.09455 (2022) - 2021
- [c60]Anya Belz, Shubham Agarwal, Anastasia Shimorina, Ehud Reiter:
A Systematic Review of Reproducibility Research in Natural Language Processing. EACL 2021: 381-393 - [c59]Anya Belz, Anastasia Shimorina, Shubham Agarwal, Ehud Reiter:
The ReproGen Shared Task on Reproducibility of Human Evaluations in NLG: Overview and Results. INLG 2021: 249-258 - [c58]Simon Mille, Thiago Castro Ferreira, Anya Belz, Brian Davis:
Another PASS: A Reproduction Study of the Human Evaluation of a Football Report Generation System. INLG 2021: 286-292 - [c57]Maja Popovic, Anya Belz:
A Reproduction Study of an Annotation-based Human Evaluation of MT Outputs. INLG 2021: 293-300 - [e10]Anya Belz, Angela Fan, Ehud Reiter, Yaji Sripada:
Proceedings of the 14th International Conference on Natural Language Generation, INLG 2021, Aberdeen, Scotland, UK, 20-24 September, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-51-0 [contents] - [i5]Anya Belz, Shubham Agarwal, Anastasia Shimorina, Ehud Reiter:
A Systematic Review of Reproducibility Research in Natural Language Processing. CoRR abs/2103.07929 (2021) - [i4]Anastasia Shimorina, Anya Belz:
The Human Evaluation Datasheet 1.0: A Template for Recording Details of Human Evaluation Experiments in NLP. CoRR abs/2103.09710 (2021) - [i3]Anya Belz:
Quantifying Reproducibility in NLP and ML. CoRR abs/2109.01211 (2021) - 2020
- [c56]David M. Howcroft, Anya Belz, Miruna-Adriana Clinciu, Dimitra Gkatzia, Sadid A. Hasan, Saad Mahamood, Simon Mille, Emiel van Miltenburg, Sashank Santhanam, Verena Rieser:
Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions. INLG 2020: 169-182 - [c55]Anya Belz, Simon Mille, David M. Howcroft:
Disentangling the Properties of Human Evaluation Methods: A Classification System to Support Comparability, Meta-Evaluation and Reproducibility Testing. INLG 2020: 183-194 - [c54]Anya Belz, Shubham Agarwal, Anastasia Shimorina, Ehud Reiter:
ReproGen: Proposal for a Shared Task on Reproducibility of Human Evaluations in NLG. INLG 2020: 232-236
2010 – 2019
- 2019
- [c53]Anja Belz, Richard Hoile, Elizabeth Ford, Azam Mullick:
Conceptualisation and Annotation of Drug Nonadherence Information for Knowledge Extraction from Patient-Generated Texts. W-NUT@EMNLP 2019: 202-211 - [c52]Simon Mille, Anja Belz, Bernd Bohnet, Yvette Graham, Leo Wanner:
The Second Multilingual Surface Realisation Shared Task (SR'19): Overview and Evaluation Results. MSR@EMNLP-IJCNLP 2019: 1-17 - [c51]Anja Belz:
Fully Automatic Journalism: We Need to Talk About Nonfake News Generation. TTO 2019 - [e9]Simon Mille, Anja Belz, Bernd Bohnet, Yvette Graham, Leo Wanner:
Proceedings of the 2nd Workshop on Multilingual Surface Realisation, MSR@EMNLP-IJCNLP 2019, Hong Kong, China, November 3, 2019. Association for Computational Linguistics 2019, ISBN 978-1-950737-76-5 [contents] - 2018
- [j5]Anya Belz, Tamara L. Berg, Licheng Yu:
From image to language and back again. Nat. Lang. Eng. 24(3): 325-362 (2018) - [c50]Anja Belz, Adrian Muscat, Pierre Anguill, Mouhamadou Sow, Gaetan Vincent, Yassine Zinessabah:
SpatialVOC2K: A Multilingual Dataset of Images with Annotations and Features for Spatial Relations between Objects. INLG 2018: 140-145 - [c49]Brandon Birmingham, Adrian Muscat, Anja Belz:
Adding the Third Dimension to Spatial Relation Detection in 2D Images. INLG 2018: 146-151 - [c48]Simon Mille, Anja Belz, Bernd Bohnet, Leo Wanner:
Underspecified Universal Dependency Structures as Inputs for Multilingual Surface Realisation. INLG 2018: 199-209 - 2017
- [j4]Adrian Muscat, Anja Belz:
Learning to Generate Descriptions of Visual Data Anchored in Spatial Relations. IEEE Comput. Intell. Mag. 12(3): 29-42 (2017) - [c47]Simon Mille, Bernd Bohnet, Leo Wanner, Anja Belz:
Shared Task Proposal: Multilingual Surface Realization Using Universal Dependency Trees. INLG 2017: 120-123 - [e8]Anya Belz, Erkut Erdem, Katerina Pastra, Krystian Mikolajczyk:
Proceedings of the Sixth Workshop on Vision and Language, VL@EACL 2017, Valencia, Spain, April 4, 2017. Association for Computational Linguistics 2017, ISBN 978-1-945626-51-7 [contents] - 2016
- [c46]Anja Belz, Adrian Muscat, Brandon Birmingham:
Exploring Different Preposition Sets, Models and Feature Sets in Automatic Generation of Spatial Image Descriptions. VL@ACL 2016 - [c45]Julie Pain, Jessie Levacher, Adam Quinquenel, Anja Belz:
Analysis of Twitter Data for Postmarketing Surveillance in Pharmacovigilance. NUT@COLING 2016: 94-101 - [c44]Anja Belz, Adrian Muscat, Brandon Birmingham, Jessie Levacher, Julie Pain, Adam Quinquenel:
Effect of Data Annotation, Feature Selection and Model Choice on Spatial Description Generation in French. INLG 2016: 237-241 - 2015
- [c43]Anja Belz, Adrian Muscat, Maxime Aberton, Sami Benjelloun:
Describing Spatial Relationships between Objects in Images in English and French. VL@EMNLP 2015: 104-113 - [c42]Adrian Muscat, Anja Belz:
Generating Descriptions of Spatial Relations between Objects in Images. ENLG 2015: 100-104 - [e7]Anja Belz, Luísa Coheur, Vittorio Ferrari, Marie-Francine Moens, Katerina Pastra, Ivan Vulic:
Proceedings of the Fourth Workshop on Vision and Language, VL@EMNLP 2015, Lisbon, Portugal, September 18, 2015. Association for Computational Linguistics 2015, ISBN 978-1-941643-32-7 [contents] - [e6]Anja Belz, Albert Gatt, François Portet, Matthew Purver:
ENLG 2015 - Proceedings of the 15th European Workshop on Natural Language Generation, 10-11 September 2015, University of Brighton, Brighton, UK. The Association for Computer Linguistics 2015, ISBN 978-1-941643-78-5 [contents] - 2014
- [c41]Anja Belz, Anil A. Bharath:
The Last 10 Metres: Using Visual Analysis and Verbal Communication in Guiding Visually Impaired Smartphone Users to Entrances. VL@COLING 2014: 118-120 - [c40]Helen F. Hastie, Anja Belz:
A Comparative Evaluation Methodology for NLG in Interactive Systems. LREC 2014: 4004-4011 - [p1]Anja Belz, Helen F. Hastie:
Comparative evaluation and shared tasks for NLG in interactive systems. Natural Language Generation in Interactive Systems 2014: 302-350 - [e5]Anja Belz, Darren Cosker, Frank Keller, William Smith, Kalina Bontcheva, Sien Moens, Alan F. Smeaton:
Proceedings of the Third Workshop on Vision and Language, VL@COLING 2014, Dublin, Ireland, August 23, 2014. Dublin City University and the Association for Computational Linguistics 2014 [contents] - 2012
- [c39]Anja Belz, Bernd Bohnet, Simon Mille, Leo Wanner, Michael White:
The Surface Realisation Task: Recent Developments and Future Plans. INLG 2012: 136-140 - [c38]Anja Belz, Albert Gatt:
A Repository of Data and Evaluation Resources for Natural Language Generation. LREC 2012: 4027-4032 - [c37]Eric Kow, Anja Belz:
LG-Eval: A Toolkit for Creating Online Language Evaluation Experiments. LREC 2012: 4033-4037 - [e4]Barbara Di Eugenio, Susan McRoy, Albert Gatt, Anja Belz, Alexander Koller, Kristina Striegnitz:
INLG 2012 - Proceedings of the Seventh International Natural Language Generation Conference, 30 May 2012 - 1 June 2012, Starved Rock State Park, Utica, IL, USA. The Association for Computer Linguistics 2012, ISBN 978-1-937284-23-7 [contents] - 2011
- [c36]Anja Belz, Eric Kow:
Discrete vs. Continuous Rating Scales for Language Evaluation in NLP. ACL (2) 2011: 230-235 - [c35]Anja Belz, Eric Kow:
Unsupervised Alignment of Comparable Data and Text Resources. BUCC@ACL 2011: 102-109 - [c34]Anja Belz, Albert Gatt, Alexander Koller, Kristina Striegnitz:
Generation Challenges 2011 Preface. ENLG 2011: 206-207 - [c33]Anja Belz, Mike White, Dominic Espinosa, Eric Kow, Deirdre Hogan, Amanda Stent:
The First Surface Realisation Shared Task: Overview and Evaluation Results. ENLG 2011: 217-226 - 2010
- [c32]Anja Belz, Eric Kow:
Assessing the Trade-Off between System Building Cost and Output Quality in Data-to-Text Generation. Empirical Methods in Natural Language Generation 2010: 180-200 - [c31]Albert Gatt, Anja Belz:
Introducing Shared Tasks to NLG: The TUNA Shared Task Evaluation Challenges. Empirical Methods in Natural Language Generation 2010: 264-293 - [c30]Anja Belz, Eric Kow, Jette Viethen, Albert Gatt:
Generating Referring Expressions in Context: The GREC Task Evaluation Challenges. Empirical Methods in Natural Language Generation 2010: 294-327 - [c29]Anja Belz, Albert Gatt, Alexander Koller:
Generation Challenges 2010 Preface. INLG 2010 - [c28]Anja Belz, Eric Kow:
Comparing Rating Scales and Preference Judgements in Language Evaluation. INLG 2010 - [c27]Anja Belz, Eric Kow:
Extracting Parallel Fragments from Comparable Corpora for Data-to-text Generation. INLG 2010 - [c26]Anja Belz, Eric Kow:
The GREC Challenges 2010: Overview and Evaluation Results. INLG 2010 - [c25]Anja Belz, Mike White, Josef van Genabith, Deirdre Hogan, Amanda Stent:
Finding Common Ground: Towards a Surface Realisation Shared Task. INLG 2010 - [c24]Khalil Dahab, Anja Belz:
A Game-based Approach to Transcribing Images of Text. LREC 2010 - [e3]John D. Kelleher, Brian Mac Namee, Ielka van der Sluis, Anja Belz, Albert Gatt, Alexander Koller:
INLG 2010 - Proceedings of the Sixth International Natural Language Generation Conference, July 7-9, 2010, Trim, Co. Meath, Ireland. The Association for Computer Linguistics 2010 [contents]
2000 – 2009
- 2009
- [j3]Anja Belz:
That's Nice ... What Can You Do With It? Comput. Linguistics 35(1): 111-118 (2009) - [j2]Ehud Reiter, Anja Belz:
An Investigation into the Validity of Some Metrics for Automatically Evaluating Natural Language Generation Systems. Comput. Linguistics 35(4): 529-558 (2009) - [c23]Anja Belz, Eric Kow:
System Building Cost vs. Output Quality in Data-to-Text Generation. ENLG 2009: 16-24 - [c22]Anja Belz, Albert Gatt:
Generation Challenges 2009: Preface. ENLG 2009: 162-164 - [c21]Albert Gatt, Anja Belz, Eric Kow:
The TUNA-REG Challenge 2009: Overview and Evaluation Results. ENLG 2009: 174-182 - 2008
- [j1]Anja Belz:
Automatic generation of weather forecast texts using comprehensive probabilistic generation-space models. Nat. Lang. Eng. 14(4): 431-455 (2008) - [c20]Anja Belz, Albert Gatt:
Intrinsic vs. Extrinsic Evaluation Measures for Referring Expression Generation. ACL (2) 2008: 197-200 - [c19]Anja Belz, Albert Gatt:
REG Challenge Preface. INLG 2008 - [c18]Anja Belz, Eric Kow, Jette Viethen, Albert Gatt:
The GREC Challenge 2008: Overview and Evaluation Results. INLG 2008 - [c17]Albert Gatt, Anja Belz:
Attribute Selection for Referring Expression Generation: New Algorithms and Evaluation Methods. INLG 2008 - [c16]Albert Gatt, Anja Belz, Eric Kow:
The TUNA Challenge 2008: Overview and Evaluation Results. INLG 2008 - 2007
- [c15]Anja Belz, Sebastian Varges:
Generation of repeated references to discourse entities. ENLG 2007 - [c14]Roger Evans, David J. Weir, John Carroll, Daniel S. Paiva, Anja Belz:
Modelling control in generation. ENLG 2007 - [c13]Anja Belz:
Probabilistic Generation of Weather Forecast Texts. HLT-NAACL 2007: 164-171 - 2006
- [c12]Anja Belz, Ehud Reiter:
Comparing Automatic and Human Evaluation of NLG Systems. EACL 2006 - [c11]Anja Belz, Robert Dale:
Introduction to the INLG'06 Special Session on Sharing Data and Comparative Evaluation. INLG 2006: 125-126 - [c10]Anja Belz, Adam Kilgarriff:
Shared-Task Evaluations in HLT: Lessons for NLG. INLG 2006: 133-135 - [c9]Ehud Reiter, Anja Belz:
GENEVAL: A Proposal for Shared-task Evaluation in NLG. INLG 2006: 136-138 - [e2]Nathalie Colineau, Cécile Paris, Stephen Wan, Robert Dale, Anja Belz:
INLG 2006 - Proceedings of the Fourth International Natural Language Generation Conference, July 15-16, 2006, Sydney, Australia. The Association for Computer Linguistics 2006 [contents] - 2005
- [c8]Anja Belz:
Statistical Generation: Three Methods Compared and Evaluated. ENLG 2005 - 2004
- [e1]Anja Belz, Roger Evans, Paul Piwek:
Natural Language Generation, Third International Conference, INLG 2004, Brockenhurst, UK, July 14-16, 2004, Proceedings. Lecture Notes in Computer Science 3123, Springer 2004, ISBN 3-540-22340-1 [contents] - 2002
- [c7]Anja Belz:
Learning Grammars for Different Parsing Tasks by Partition Search. COLING 2002 - [c6]Anja Belz:
PCFG Learning by Nonterminal Partition Search. ICGI 2002: 14-27 - [c5]Nadjet Bouayad-Agha, Richard Power, Donia Scott, Anja Belz:
PILLS: Multilingual generation of medical information documents with overlapping content. LREC 2002 - 2001
- [c4]John Nerbonne, Anja Belz, Nicola Cancedda, Hervé Déjean, James Alistair Hammerton, Rob Koeling, Stasinos Konstantopoulos, Miles Osborne, Franck Thollard, Erik F. Tjong Kim Sang:
Learning Computational Grammars. CoNLL 2001 - [i2]Anja Belz:
Multi-Syllable Phonotactic Modelling. CoRR cs.CL/0102020 (2001) - [i1]John Nerbonne, Anja Belz, Nicola Cancedda, Hervé Déjean, James Alistair Hammerton, Rob Koeling, Stasinos Konstantopoulos, Miles Osborne, Franck Thollard, Erik F. Tjong Kim Sang:
Learning Computational Grammars. CoRR cs.CL/0107017 (2001) - 2000
- [b1]Anja Belz:
Computational learning of finite-state models for natural language processing. University of Sussex, UK, 2000
1990 – 1999
- 1998
- [c3]Anja Belz:
Discovering Phonotactic Finite-State Automata by Generic Search. COLING-ACL 1998: 1472-1474 - [c2]Anja Belz:
A Few English Words Can Help Improve Your Russian. ECAI 1998: 197-198 - [c1]Anja Belz:
An Approach to the Automatic Acquisition of Phonotactic Constraints. SIGPHON@COLING/ACL 1998
Coauthor Index
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