Anya Belz

52 papers A* 1A 1B 10Misc 1Journal 23Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Outcome Verification: Verifiable Process Reward Models for Structured Reasoning.
CoRR
Massimiliano Pronesti, Anya Belz, Yufang Hou
2025 J jnl
Enhancing Study-Level Inference from Clinical Trial Papers via RL-based Numeric Reasoning.
CoRR
Massimiliano Pronesti, Michela Lorandi, Paul Flanagan, Oisin Redmond, Anya Belz, Yufang Hou
2025 A* conf
Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning.
EMNLP
Massimiliano Pronesti, Michela Lorandi, Paul Flanagan, Oisin Redmond, Anya Belz, Yufang Hou
2025 — conf
Evolving Stances on Reproducibility: A Longitudinal Study of NLP and ML Researchers' Views and Experience of Reproducibility.
EMNLP (Findings)
Craig Thomson, Ehud Reiter, João Sedoc, Anya Belz
2025 J jnl
QRA++: Quantified Reproducibility Assessment for Common Types of Results in Natural Language Processing.
CoRR
Anya Belz
2025 — conf
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies.
ACL (1)
Massimiliano Pronesti, Joao H. Bettencourt-Silva, Paul Flanagan, Alessandra Pascale, Oisin Redmond, Anya Belz, Yufang Hou
2025 J jnl
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies.
CoRR
Massimiliano Pronesti, Joao H. Bettencourt-Silva, Paul Flanagan, Alessandra Pascale, Oisin Redmond, Anya Belz, Yufang Hou
2025 — conf
Standard Quality Criteria Derived from Current NLP Evaluations for Guiding Evaluation Design and Grounding Comparability and AI Compliance Assessments.
ACL (Findings)
Anya Belz, Simon Mille, Craig Thomson
2025 J jnl
The QCET Taxonomy of Standard Quality Criterion Names and Definitions for the Evaluation of NLP Systems.
CoRR
Anya Belz, Simon Mille, Craig Thomson
2025 J jnl
What Matters More For In-Context Learning under Matched Compute Budgets: Pretraining on Natural Text or Incorporating Targeted Synthetic Examples?
CoRR
Mohammed Sabry, Anya Belz
2024 B conf
(Mostly) Automatic Experiment Execution for Human Evaluations of NLP Systems.
INLG
Craig Thomson, Anya Belz
2024 — conf
Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods.
EACL (Findings)
Mohammed Mohammed, Anya Belz
2024 J jnl
Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods.
CoRR
Mohammed Sabry, Anya Belz
2024 — conf
Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation.
ACL (Student Research Workshop)
James O'Doherty, Cian Nolan, Yufang Hou, Anya Belz
2024 J jnl
Common Flaws in Running Human Evaluation Experiments in NLP.
Comput. Linguistics
Craig Thomson, Ehud Reiter, Anya Belz
2024 B conf
Differences in Semantic Errors Made by Different Types of Data-to-text Systems.
INLG
Rudali Huidrom, Anya Belz, Michela Lorandi
2024 — conf
Filling Gaps in Wikipedia: Leveraging Data-to-Text Generation to Improve Encyclopedic Coverage of Underrepresented Groups.
INLG (System Demonstrations)
Simon Mille, Massimiliano Pronesti, Craig Thomson, Michela Lorandi, Sophie Fitzpatrick, Rudali Huidrom, Mohammed Sabry, Amy O'Riordan, Anya Belz
2024 J jnl
HEDS 3.0: The Human Evaluation Data Sheet Version 3.0.
CoRR
Anya Belz, Craig Thomson
2024 — conf
High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models.
EACL (Findings)
Michela Lorandi, Anya Belz
2024 J jnl
High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models.
CoRR
Michela Lorandi, Anya Belz
2024 — conf
QCET: An Interactive Taxonomy of Quality Criteria for Comparable and Repeatable Evaluation of NLP Systems.
INLG (System Demonstrations)
Anya Belz, Simon Mille, Craig Thomson, Rudali Huidrom
2024 J jnl
Reproducing the Metric-Based Evaluation of a Set of Controllable Text Generation Techniques.
CoRR
Michela Lorandi, Anya Belz
2023 J jnl
Data-to-text Generation for Severely Under-Resourced Languages with GPT-3.5: A Bit of Help Needed from Google Translate.
CoRR
Michela Lorandi, Anya Belz
2023 — conf
Exploring Variation of Results from Different Experimental Conditions.
ACL (Findings)
Maja Popovic, Mohammad Arvan, Natalie Parde, Anya Belz
2023 — conf
How to Control Sentiment in Text Generation: A Survey of the State-of-the-Art in Sentiment-Control Techniques.
WASSA@ACL
Michela Lorandi, Anya Belz
2023 J jnl
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP.
CoRR
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
2023 B conf
Mod-D2T: A Multi-layer Dataset for Modular Data-to-Text Generation.
INLG
Simon Mille, François Lareau, Stamatia Dasiopoulou, Anya Belz
2023 — conf
Non-Repeatable Experiments and Non-Reproducible Results: The Reproducibility Crisis in Human Evaluation in NLP.
ACL (Findings)
Anya Belz, Craig Thomson, Ehud Reiter, Simon Mille
2023 J jnl
PEFT-Ref: A Modular Reference Architecture and Typology for Parameter-Efficient Finetuning Techniques.
CoRR
Mohammed Sabry, Anya Belz
2023 Misc conf
Towards a Consensus Taxonomy for Annotating Errors in Automatically Generated Text.
RANLP
Rudali Huidrom, Anya Belz
2022 J jnl
A Metrological Perspective on Reproducibility in NLP.
Comput. Linguistics
Anya Belz
2022 — conf
Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation.
EMNLP (Industry Track)
Aleksandar Savkov, Francesco Moramarco, Alex Papadopoulos-Korfiatis, Mark Perera, Anya Belz, Ehud Reiter
2022 J jnl
Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation.
CoRR
Aleksandar Savkov, Francesco Moramarco, Alex Papadopoulos-Korfiatis, Mark Perera, Anya Belz, Ehud Reiter
2022 — conf
Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation.
ACL (1)
Francesco Moramarco, Alex Papadopoulos-Korfiatis, Mark Perera, Damir Juric, Jack Flann, Ehud Reiter, Anya Belz, Aleksandar Savkov
2022 J jnl
Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation.
CoRR
Francesco Moramarco, Alex Papadopoulos-Korfiatis, Mark Perera, Damir Juric, Jack Flann, Ehud Reiter, Anya Belz, Aleksandar Savkov
2022 — conf
Quantified Reproducibility Assessment of NLP Results.
ACL (1)
Anya Belz, Maja Popovic, Simon Mille
2022 J jnl
Quantified Reproducibility Assessment of NLP Results.
CoRR
Anya Belz, Maja Popovic, Simon Mille
2022 — conf
User-Driven Research of Medical Note Generation Software.
NAACL-HLT
Tom Knoll, Francesco Moramarco, Alex Papadopoulos-Korfiatis, Rachel Young, Claudia Ruffini, Mark Perera, Christian Perstl, Ehud Reiter, Anya Belz, Aleksandar Savkov
2022 J jnl
User-Driven Research of Medical Note Generation Software.
CoRR
Tom Knoll, Francesco Moramarco, Alex Papadopoulos-Korfiatis, Rachel Young, Claudia Ruffini, Mark Perera, Christian Perstl, Ehud Reiter, Anya Belz, Aleksandar Savkov
2021 B conf
A Reproduction Study of an Annotation-based Human Evaluation of MT Outputs.
INLG
Maja Popovic, Anya Belz
2021 A conf
A Systematic Review of Reproducibility Research in Natural Language Processing.
EACL
Anya Belz, Shubham Agarwal, Anastasia Shimorina, Ehud Reiter
2021 J jnl
A Systematic Review of Reproducibility Research in Natural Language Processing.
CoRR
Anya Belz, Shubham Agarwal, Anastasia Shimorina, Ehud Reiter
2021 B conf
Another PASS: A Reproduction Study of the Human Evaluation of a Football Report Generation System.
INLG
Simon Mille, Thiago Castro Ferreira, Anya Belz, Brian Davis
2021 B ed.
Proceedings of the 14th International Conference on Natural Language Generation, INLG 2021, Aberdeen, Scotland, UK, 20-24 September, 2021
INLG
Anya Belz, Angela Fan, Ehud Reiter, Yaji Sripada
2021 J jnl
Quantifying Reproducibility in NLP and ML.
CoRR
Anya Belz
2021 J jnl
The Human Evaluation Datasheet 1.0: A Template for Recording Details of Human Evaluation Experiments in NLP.
CoRR
Anastasia Shimorina, Anya Belz
2021 B conf
The ReproGen Shared Task on Reproducibility of Human Evaluations in NLG: Overview and Results.
INLG
Anya Belz, Anastasia Shimorina, Shubham Agarwal, Ehud Reiter
2020 B conf
Disentangling the Properties of Human Evaluation Methods: A Classification System to Support Comparability, Meta-Evaluation and Reproducibility Testing.
INLG
Anya Belz, Simon Mille, David M. Howcroft
2020 B conf
ReproGen: Proposal for a Shared Task on Reproducibility of Human Evaluations in NLG.
INLG
Anya Belz, Shubham Agarwal, Anastasia Shimorina, Ehud Reiter
2020 B conf
Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions.
INLG
David M. Howcroft, Anya Belz, Miruna-Adriana Clinciu, Dimitra Gkatzia, Sadid A. Hasan, Saad Mahamood, Simon Mille, Emiel van Miltenburg, Sashank Santhanam, Verena Rieser
2018 J jnl
From image to language and back again.
Nat. Lang. Eng.
Anya Belz, Tamara L. Berg, Licheng Yu
2017 — ed.
Proceedings of the Sixth Workshop on Vision and Language, VL@EACL 2017, Valencia, Spain, April 4, 2017
VL@EACL
Anya Belz, Erkut Erdem, Katerina Pastra, Krystian Mikolajczyk