Papers by Jacobo López-fernández
Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions (2022.emnlp-industry)
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Maia Aguirre, Manex Serras, Laura García-sardiña, Jacobo López-fernández, Ariane Méndez, Arantza Del Pozo
| Challenge: | Multilingual speakers outnumber monolingual speakers in the world . CS is a frequent habit in both spoken and written informal communications . |
| Approach: | They evaluate the efficacy of cross-lingual transfer learning with mBERT for NLU on a Basque-Spanish CS chatbot corpus. |
| Outcome: | The proposed model outperforms models trained on Basque and Spanish without CS on a basque-Spanish chatbot corpus. |