Diana Galvan-Sosa
Diana Galvan-Sosa has 2 papers in our library, in 2023–2025, most of them on Language models & pretraining, Grammatical error correction & learner language, English; often with Keisuke Sakaguchi, Kentaro Inui, Michael Zock.
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📄 2 works in our library · 🔗 Cited 58 times in our library · ⭐ Paper Stars ranking: #8261
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksDevelopmental and Educational Psychology · 1 workPsychology · 1 work
🧭 Topics 3Research subjects and languages the work is about.Grammatical error correction & learner language · 1 workLanguage models & pretraining · 1 workEnglish · 1 work
Works by year
2020s
Papers
- Analyzing the Performance of GPT-3.5 and GPT-4 in Grammatical Error Correction (2023 · 81 citations)
OpenAI's technical reports give no benchmark results for grammatical error correction (GEC). This study fills that gap by testing a GPT-3.5 model (text-davinci-003) and a GPT-4 model (gpt-4-0314) on standard GEC benchmarks. The task is framed as sentence-level revision: the model gets one possibly faulty sentence and… - Annotating Errors in English Learners' Written Language Production: Advancing Automated Written Feedback Systems (2025 · 3 citations)
Automated writing evaluation tools fix grammar well, but they mostly offer one-click direct edits. Language learners often gain more from short explanations or indirect hints, especially when an error breaks a general rule. The authors propose an annotation framework that records, for each learner error, an error…
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