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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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Posts
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Blog Post number 4
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Blog Post number 1
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portfolio
HANNA Benchmark
HANNA, a large annotated dataset of Human-ANnotated NArratives for ASG evaluation.
publications
Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation
Published in COLING 2022, 2022
Research on Automatic Story Generation (ASG) relies heavily on human and automatic evaluation. However, there is no consensus on which human evaluation criteria to use, and no analysis of how well automatic criteria correlate with them. In this paper, we propose to re-evaluate ASG evaluation. We introduce a set of 6 orthogonal and comprehensive human criteria, carefully motivated by the social sciences literature. We also present HANNA, an annotated dataset of 1,056 stories produced by 10 different ASG systems. HANNA allows us to quantitatively evaluate the correlations of 72 automatic metrics with human criteria. Our analysis highlights the weaknesses of current metrics for ASG and allows us to formulate practical recommendations for ASG evaluation.
Recommended citation: Cyril Chhun, Pierre Colombo, Fabian M. Suchanek, and Chloé Clavel. 2022. Of Human Criteria and Automatic Metrics: A Benchmark of the Evaluation of Story Generation. In Proceedings of the 29th International Conference on Computational Linguistics, pages 5794–5836, Gyeongju, Republic of Korea. International Committee on Computational Linguistics. https://aclanthology.org/2022.coling-1.509/
talks
teaching
IA717 - Natural Language Processing
Graduate course, Télécom Paris, AI track, 2022
Supervised two groups of four students in a Poetry Generation project using LSTM neural networks.