Discovering Phonotactic Finite-State Automata by Generic Search. - Anja Belz (COLING-ACL, 1998)

A Few English Words Can Help Improve Your Russian. - Anja Belz (ECAI, 1998)

An Approach to the Automatic Acquisition of Phonotactic Constraints. - Anja Belz (SIGPHON@COLING/ACL, 1998)

Computational learning of finite-state models for natural language processing. - Anja Belz (2000)

Learning Computational Grammars. - John Nerbonne; Anja Belz; Nicola Cancedda; Hervé Déjean; James Alistair Hammerton; Rob Koeling; Stasinos Konstantopoulos; Miles Osborne; Franck Thollard; Erik F. Tjong Kim Sang (CoNLL, 2001)

Multi-Syllable Phonotactic Modelling - Anja Belz (CoRR, 2001)

Learning Grammars for Different Parsing Tasks by Partition Search. - Anja Belz (COLING, 2002)

PCFG Learning by Nonterminal Partition Search. - Anja Belz (ICGI, 2002)

PILLS: Multilingual generation of medical information documents with overlapping content. - Nadjet Bouayad-Agha; Richard Power; Donia Scott; Anja Belz (LREC, 2002)

Statistical Generation: Three Methods Compared and Evaluated. - Anja Belz (ENLG, 2005)

Comparing Automatic and Human Evaluation of NLG Systems. - Anja Belz; Ehud Reiter (EACL, 2006)

Introduction to the INLG'06 Special Session on Sharing Data and Comparative Evaluation. - Anja Belz; Robert Dale (INLG, 2006)

Shared-Task Evaluations in HLT: Lessons for NLG. - Anja Belz; Adam Kilgarriff (INLG, 2006)

GENEVAL: A Proposal for Shared-task Evaluation in NLG. - Ehud Reiter; Anja Belz (INLG, 2006)

Generation of repeated references to discourse entities. - Anja Belz; Sebastian Varges (ENLG, 2007)

Modelling control in generation. - Roger Evans; David J. Weir; John Carroll 001; Daniel S. Paiva; Anja Belz (ENLG, 2007)

Probabilistic Generation of Weather Forecast Texts. - Anja Belz (HLT-NAACL, 2007)

Intrinsic vs. Extrinsic Evaluation Measures for Referring Expression Generation. - Anja Belz; Albert Gatt (ACL (2), 2008)

REG Challenge Preface. - Anja Belz; Albert Gatt (INLG, 2008)

The GREC Challenge 2008: Overview and Evaluation Results. - Anja Belz; Eric Kow; Jette Viethen; Albert Gatt (INLG, 2008)

Attribute Selection for Referring Expression Generation: New Algorithms and Evaluation Methods. - Albert Gatt; Anja Belz (INLG, 2008)

The TUNA Challenge 2008: Overview and Evaluation Results. - Albert Gatt; Anja Belz; Eric Kow (INLG, 2008)

Automatic generation of weather forecast texts using comprehensive probabilistic generation-space models. - Anja Belz (Nat. Lang. Eng., 2008)

Generation Challenges 2009: Preface. - Anja Belz; Albert Gatt (ENLG, 2009)

System Building Cost vs. Output Quality in Data-to-Text Generation. - Anja Belz; Eric Kow (ENLG, 2009)

The TUNA-REG Challenge 2009: Overview and Evaluation Results. - Albert Gatt; Anja Belz; Eric Kow (ENLG, 2009)

That's Nice ... What Can You Do With It? - Anja Belz (Comput. Linguistics, 2009)

An Investigation into the Validity of Some Metrics for Automatically Evaluating Natural Language Generation Systems. - Ehud Reiter; Anja Belz (Comput. Linguistics, 2009)

Assessing the Trade-Off between System Building Cost and Output Quality in Data-to-Text Generation. - Anja Belz; Eric Kow (Empirical Methods in Natural Language Generation, 2010)

Generating Referring Expressions in Context: The GREC Task Evaluation Challenges. - Anja Belz; Eric Kow; Jette Viethen; Albert Gatt (Empirical Methods in Natural Language Generation, 2010)

Introducing Shared Tasks to NLG: The TUNA Shared Task Evaluation Challenges. - Albert Gatt; Anja Belz (Empirical Methods in Natural Language Generation, 2010)

Generation Challenges 2010 Preface. - Anja Belz; Albert Gatt; Alexander Koller (INLG, 2010)

Comparing Rating Scales and Preference Judgements in Language Evaluation. - Anja Belz; Eric Kow (INLG, 2010)

Extracting Parallel Fragments from Comparable Corpora for Data-to-text Generation. - Anja Belz; Eric Kow (INLG, 2010)

The GREC Challenges 2010: Overview and Evaluation Results. - Anja Belz; Eric Kow (INLG, 2010)

Finding Common Ground: Towards a Surface Realisation Shared Task. - Anja Belz; Mike White; Josef van Genabith; Deirdre Hogan; Amanda Stent (INLG, 2010)

A Game-based Approach to Transcribing Images of Text. - Khalil Dahab; Anja Belz (LREC, 2010)

Unsupervised Alignment of Comparable Data and Text Resources. - Anja Belz; Eric Kow (BUCC@ACL, 2011)

Discrete vs. Continuous Rating Scales for Language Evaluation in NLP. - Anja Belz; Eric Kow (ACL (2), 2011)

Generation Challenges 2011 Preface. - Anja Belz; Albert Gatt; Alexander Koller; Kristina Striegnitz (ENLG, 2011)

The First Surface Realisation Shared Task: Overview and Evaluation Results. - Anja Belz; Mike White; Dominic Espinosa; Eric Kow; Deirdre Hogan; Amanda Stent (ENLG, 2011)

The Surface Realisation Task: Recent Developments and Future Plans. - Anja Belz; Bernd Bohnet; Simon Mille; Leo Wanner; Michael White 001 (INLG, 2012)

A Repository of Data and Evaluation Resources for Natural Language Generation. - Anja Belz; Albert Gatt (LREC, 2012)

LG-Eval: A Toolkit for Creating Online Language Evaluation Experiments. - Eric Kow; Anja Belz (LREC, 2012)

Comparative evaluation and shared tasks for NLG in interactive systems. - Anja Belz; Helen F. Hastie (Natural Language Generation in Interactive Systems, 2014)

The Last 10 Metres: Using Visual Analysis and Verbal Communication in Guiding Visually Impaired Smartphone Users to Entrances. - Anja Belz; Anil A. Bharath (VL@COLING, 2014)

A Comparative Evaluation Methodology for NLG in Interactive Systems. - Helen F. Hastie; Anja Belz (LREC, 2014)

Describing Spatial Relationships between Objects in Images in English and French. - Anja Belz; Adrian Muscat; Maxime Aberton; Sami Benjelloun (VL@EMNLP, 2015)

Generating Descriptions of Spatial Relations between Objects in Images. - Adrian Muscat; Anja Belz (ENLG, 2015)

Exploring Different Preposition Sets, Models and Feature Sets in Automatic Generation of Spatial Image Descriptions. - Anja Belz; Adrian Muscat; Brandon Birmingham (VL@ACL, 2016)

Analysis of Twitter Data for Postmarketing Surveillance in Pharmacovigilance. - Julie Pain; Jessie Levacher; Adam Quinquenel; Anja Belz (NUT@COLING, 2016)

Effect of Data Annotation, Feature Selection and Model Choice on Spatial Description Generation in French. - Anja Belz; Adrian Muscat; Brandon Birmingham; Jessie Levacher; Julie Pain; Adam Quinquenel (INLG, 2016)

Shared Task Proposal: Multilingual Surface Realization Using Universal Dependency Trees. - Simon Mille; Bernd Bohnet; Leo Wanner; Anja Belz (INLG, 2017)

Learning to Generate Descriptions of Visual Data Anchored in Spatial Relations. - Adrian Muscat; Anja Belz (IEEE Comput. Intell. Mag., 2017)

SpatialVOC2K: A Multilingual Dataset of Images with Annotations and Features for Spatial Relations between Objects. - Anja Belz; Adrian Muscat; Pierre Anguill; Mouhamadou Sow; Gaetan Vincent; Yassine Zinessabah (INLG, 2018)

Adding the Third Dimension to Spatial Relation Detection in 2D Images. - Brandon Birmingham; Adrian Muscat; Anja Belz (INLG, 2018)

Underspecified Universal Dependency Structures as Inputs for Multilingual Surface Realisation. - Simon Mille; Anja Belz; Bernd Bohnet; Leo Wanner (INLG, 2018)

From image to language and back again. - Anya Belz; Tamara L. Berg; Licheng Yu (Nat. Lang. Eng., 2018)

Conceptualisation and Annotation of Drug Nonadherence Information for Knowledge Extraction from Patient-Generated Texts. - Anja Belz; Richard Hoile; Elizabeth Ford; Azam Mullick (W-NUT@EMNLP, 2019)

The Second Multilingual Surface Realisation Shared Task (SR'19): Overview and Evaluation Results. - Simon Mille; Anja Belz; Bernd Bohnet; Yvette Graham; Leo Wanner (MSR@EMNLP-IJCNLP, 2019)

Fully Automatic Journalism: We Need to Talk About Nonfake News Generation. - Anja Belz (TTO, 2019)

ReproGen: Proposal for a Shared Task on Reproducibility of Human Evaluations in NLG. - Anya Belz; Shubham Agarwal; Anastasia Shimorina; Ehud Reiter (INLG, 2020)

Disentangling the Properties of Human Evaluation Methods: A Classification System to Support Comparability, Meta-Evaluation and Reproducibility Testing. - Anya Belz; Simon Mille; David M. Howcroft (INLG, 2020)

Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions. - David M. Howcroft; Anya Belz; Miruna-Adriana Clinciu; Dimitra Gkatzia; Sadid A. Hasan; Saad Mahamood; Simon Mille; Emiel van Miltenburg; Sashank Santhanam; Verena Rieser (INLG, 2020)

A Systematic Review of Reproducibility Research in Natural Language Processing. - Anya Belz; Shubham Agarwal; Anastasia Shimorina; Ehud Reiter (EACL, 2021)

The ReproGen Shared Task on Reproducibility of Human Evaluations in NLG: Overview and Results. - Anya Belz; Anastasia Shimorina; Shubham Agarwal; Ehud Reiter (INLG, 2021)

Another PASS: A Reproduction Study of the Human Evaluation of a Football Report Generation System. - Simon Mille; Thiago Castro Ferreira; Anya Belz; Brian Davis (INLG, 2021)

A Reproduction Study of an Annotation-based Human Evaluation of MT Outputs. - Maja Popovic; Anya Belz (INLG, 2021)

The Human Evaluation Datasheet 1.0: A Template for Recording Details of Human Evaluation Experiments in NLP. - Anastasia Shimorina; Anya Belz (CoRR, 2021)

Quantifying Reproducibility in NLP and ML. - Anya Belz (CoRR, 2021)

Quantified Reproducibility Assessment of NLP Results. - Anya Belz; Maja Popovic; Simon Mille (ACL (1), 2022)

Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation. - Francesco Moramarco; Alex Papadopoulos-Korfiatis; Mark Perera; Damir Juric; Jack Flann; Ehud Reiter; Anya Belz; Aleksandar Savkov (ACL (1), 2022)

Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation. - Aleksandar Savkov; Francesco Moramarco; Alex Papadopoulos-Korfiatis; Mark Perera; Anya Belz; Ehud Reiter (EMNLP (Industry Track), 2022)

User-Driven Research of Medical Note Generation Software. - Tom Knoll; Francesco Moramarco; Alex Papadopoulos-Korfiatis; Rachel Young; Claudia Ruffini; Mark Perera; Christian Perstl; Ehud Reiter; Anya Belz; Aleksandar Savkov (NAACL-HLT, 2022)

A Metrological Perspective on Reproducibility in NLP. - Anya Belz (Comput. Linguistics, 2022)

Non-Repeatable Experiments and Non-Reproducible Results: The Reproducibility Crisis in Human Evaluation in NLP. - Anya Belz; Craig Thomson; Ehud Reiter; Simon Mille (ACL (Findings), 2023)

Exploring Variation of Results from Different Experimental Conditions. - Maja Popovic; Mohammad Arvan; Natalie Parde; Anya Belz (ACL (Findings), 2023)

Mod-D2T: A Multi-layer Dataset for Modular Data-to-Text Generation. - Simon Mille; Francois Lareau; Stamatia Dasiopoulou; Anya Belz (INLG, 2023)

Towards a Consensus Taxonomy for Annotating Errors in Automatically Generated Text. - Rudali Huidrom; Anya Belz (RANLP, 2023)

How to Control Sentiment in Text Generation: A Survey of the State-of-the-Art in Sentiment-Control Techniques. - Michela Lorandi; Anya Belz (WASSA@ACL, 2023)

PEFT-Ref: A Modular Reference Architecture and Typology for Parameter-Efficient Finetuning Techniques. - Mohammed Sabry; Anya Belz (CoRR, 2023)

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; Jose Maria Alonso-Moral; Mohammad Arvan; Jackie Chi Kit Cheung; Mark Cieliebak; Elizabeth Clark; Kees van Deemter; Tanvi Dinkar; Ondrej Dusek; et al. (CoRR, 2023)

Data-to-text Generation for Severely Under-Resourced Languages with GPT-3.5: A Bit of Help Needed from Google Translate. - Michela Lorandi; Anya Belz (CoRR, 2023)

Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation. - James O'Doherty; Cian Nolan; Yufang Hou 001; Anya Belz (ACL (Student Research Workshop), 2024)

High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models. - Michela Lorandi; Anya Belz (EACL (Findings), 2024)

Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods. - Mohammed Mohammed; Anya Belz (EACL (Findings), 2024)

QCET: An Interactive Taxonomy of Quality Criteria for Comparable and Repeatable Evaluation of NLP Systems. - Anya Belz; Simon Mille; Craig Thomson; Rudali Huidrom (INLG (System Demonstrations), 2024)

Differences in Semantic Errors Made by Different Types of Data-to-text Systems. - Rudali Huidrom; Anya Belz; Michela Lorandi (INLG, 2024)

Filling Gaps in Wikipedia: Leveraging Data-to-Text Generation to Improve Encyclopedic Coverage of Underrepresented Groups. - Simon Mille; Massimiliano Pronesti; Craig Thomson; Michela Lorandi; Sophie Fitzpatrick; Rudali Huidrom; Mohammed Sabry; Amy O'Riordan; Anya Belz (INLG (System Demonstrations), 2024)

(Mostly) Automatic Experiment Execution for Human Evaluations of NLP Systems. - Craig Thomson; Anya Belz (INLG, 2024)

Common Flaws in Running Human Evaluation Experiments in NLP. - Craig Thomson; Ehud Reiter; Anya Belz (Comput. Linguistics, 2024)

Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods. - Mohammed Sabry; Anya Belz (CoRR, 2024)

Reproducing the Metric-Based Evaluation of a Set of Controllable Text Generation Techniques. - Michela Lorandi; Anya Belz (CoRR, 2024)

HEDS 3.0: The Human Evaluation Data Sheet Version 3.0. - Anya Belz; Craig Thomson (CoRR, 2024)

Standard Quality Criteria Derived from Current NLP Evaluations for Guiding Evaluation Design and Grounding Comparability and AI Compliance Assessments. - Anya Belz; Simon Mille; Craig Thomson (ACL (Findings), 2025)

Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies. - Massimiliano Pronesti; Joao H. Bettencourt-Silva; Paul Flanagan; Alessandra Pascale; Oisin Redmond; Anya Belz; Yufang Hou 001 (ACL (1), 2025)

QRA++: Quantified Reproducibility Assessment for Common Types of Results in Natural Language Processing. - Anya Belz (CoRR, 2025)

Enhancing Study-Level Inference from Clinical Trial Papers via RL-based Numeric Reasoning. - Massimiliano Pronesti; Michela Lorandi; Paul Flanagan; Oisin Redmond; Anya Belz; Yufang Hou 001 (CoRR, 2025)