Papers by Yvette Oortwijn
Expert Concept-Modeling Ground Truth Construction for Word Embeddings Evaluation in Concept-Focused Domains (2020.coling-main)
Copied to clipboard
| Challenge: | a novel method for concept-modeling ground truths is developed to evaluate the application of word embeddings in concept-focused textual domains. |
| Approach: | They propose a domain expert-controlled procedure for the construction of concept-modeling ground truths with the aim of evaluating the application of word embeddings. |
| Outcome: | The proposed method evaluates the application of word embeddings in concept-focused textual domains. |
Challenging distributional models with a conceptual network of philosophical terms (2021.naacl-main)
Copied to clipboard
| Challenge: | Existing methods for analyzing philosophical data are not accurate enough to support philosophers . comparative research on concepts should follow a conceptual model approach, authors argue . |
| Approach: | They propose a ground truth for evaluation created by philosophy experts and a blueprint for using DS models in a sound methodological setup. |
| Outcome: | The proposed model does not perform well enough to directly support philosophers yet, but it yields promising directions for future work. |