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Anya Belz

High-quality Data-to-Text Generation for Severely Under-Resourced Languages with Out-of-the-box Large Language Models
2024 · Michela Lorandi, Anya Belz · Findings of the Association for Computational Linguistics: EACL · 4
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Output Composability of QLoRA PEFT Modules for Plug-and-Play Attribute-Controlled Text Generation
2026 · Lorandi, Michela, Belz, Anya · arXiv (Cornell University) · 1
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The 2024 ReproNLP Shared Task on Reproducibility of Evaluations in NLP: Overview and Results
2024 · Anya Belz, Craig Thomson · Language Resources and Evaluation Conference (LREC) · 1
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Validating DBpedia Triple Sets for Natural Language Generation
2026 · Andrade, Mark, Mille, Simon, et al. · arXiv (Cornell University)
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AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis
2026 · Pronesti, Massimiliano, Miculescu, Angelo, et al. · arXiv (Cornell University)
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A Comparative Study of Controlled Text Generation Systems Using Level-Playing-Field Evaluation Principles
2026 · Lorandi, Michela, Belz, Anya · arXiv (Cornell University)
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Budgeted LoRA: Distillation as Structured Compute Allocation for Efficient Inference
2026 · Sabry, Mohammed, Belz, Anya · arXiv (Cornell University)
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Beyond Outcome Verification: Verifiable Process Reward Models for Structured Reasoning
2026 · Pronesti, Massimiliano, Belz, Anya, et al. · arXiv (Cornell University)
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Beyond Outcome Verification: Verifiable Process Reward Models for Structured Reasoning
2026 · Massimiliano Pronesti, Anya Belz, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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LLM Multi-Agent Systems for Long Triple Set Data-to-Text Generation
2026 · Chinonso Cynthia Osuji, Simon Mille, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Automatic Paper Analysis and Categorisation for Systematic Reviews with Combined Reasoning-Augmented SFT and DAPO RL
2026 · Michela Lorandi, Anya Belz, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Mapping Out the NLP Evaluation Landscape with a Standard Taxonomy of Quality Criteria
2026 · Anya Belz, Simon Mille, et al. · Workshop on Generation, Evaluation and Metrics (GEM)
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AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis
2026 · Massimiliano Pronesti, Angelo Miculescu, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Process Standardisation for Human Evaluation of NLP System Outputs
2026 · Craig Thomson, Javier González Corbelle, et al. · Workshop on Generation, Evaluation and Metrics (GEM)
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The Shared Task on Reproducibility of Evaluations in NLP (ReproNLP) 2026: Overview and Results
2026 · Anya Belz, Craig Thomson, et al. · Workshop on Generation, Evaluation and Metrics (GEM)
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Improving Low-Resource Language Translation via Targeted Vocabulary Expansion
2026 · Pavan Naik, Ankit Jaiswal, et al. · Communications in computer and information science
Reproducing the Metric-Based Evaluation of a Set of Controllable Text Generation Techniques
2024 · Michela Lorandi, Anya Belz · Language Resources and Evaluation Conference (LREC)
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Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation
2024 · James O’Doherty, Cian Nolan, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods
2024 · Mohammed Sabry, Anya Belz · Findings of the Association for Computational Linguistics: EACL
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Keeping an Eye on Context: Attention Allocation over Input Partitions in Referring Expression Generation
2023 · Schüz, Simeon ; https://orcid.org/0009-0003-2529-9213, Zarrieß, Sina, et al. · Publikationen an der Universität Bielefeld (Universität Bielefeld)
Works count: 32
Citation count: 6
H-index: 1
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