Papers by Andrea Morales-Garzón
Culinary Crossroads: A RAG Framework for Enhancing Diversity in Cross-Cultural Recipe Adaptation (2026.acl-long)
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| Challenge: | Retrieval-augmented generation (RAG) is a promising approach for cross-cultural recipe adaptation, but it fails to generate diverse results even when provided with varied contextual inputs. |
| Approach: | They propose a plug-and-play RAG framework that enhances diversity in both retrieval and context organization to generate diverse outputs to accommodate multiple user preferences. |
| Outcome: | The proposed framework achieves Pareto efficiency in terms of diversity and quality of recipe adaptation compared to closed-book LLMs. |
Semantic-aware transformation of short texts using word embeddings: An application in the Food Computing domain (2021.eacl-srw)
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| Challenge: | Recent work in food computing focus on generating new recipes from scratch . however, there are a large number of new recipes generated daily with user reviews . |
| Approach: | They propose to use word embedding models to capture the semantic meaning of recipe ingredients and use them to enrich their data. |
| Outcome: | The proposed engine will use food data to modify a recipe to fit user preferences. |