Papers by Chi-Yen Chen
Headword-Oriented Entity Linking: A Special Entity Linking Task with Dataset and Baseline (2020.lrec-1)
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| Challenge: | specialized entity linking problem involves linking only headwords of entities to knowledge bases . full product names are rarely written in context, instead abbreviated to shorter, irregular versions . |
| Approach: | They propose a specialized entity linking problem where only the headwords of entities are to be linked to knowledge bases. |
| Outcome: | The proposed model provides a strong benchmark performance on the special task. |
Word Embedding Evaluation Datasets and Wikipedia Title Embedding for Chinese (L18-1)
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| Challenge: | Existing evaluation sets for word embeddings in English are limited. |
| Approach: | They propose to translate existing evaluation sets from English to Chinese to evaluate Chinese word embeddings. |
| Outcome: | The proposed evaluation sets are based on translations of popular evaluation sets from English to Chinese and human rating from Amazon Mechanical Turk workers. |