Prompt Learning to Mitigate Catastrophic Forgetting in Cross-lingual Transfer for Open-domain Dialogue Generation

Author:

Liu Lei1ORCID,Huang Jimmy Xiangji1ORCID

Affiliation:

1. York University, Toronto, ON, Canada

Funder

York Research Chairs (YRC) program

the Natural Sciences and Engineering Research Council (NSERC) of Canada

ORF-RE (Ontario Research Fund Research Excellence) award in BRAIN Alliance

Publisher

ACM

Reference50 articles.

1. Tosin P. Adewumi , Nosheen Abid , Maryam Pahlavan , Rickard Brännvall , Sana Sabah Sabry , Foteini Liwicki, and Marcus Liwicki. 2021 . Småprat : DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning. CoRR abs/2110.06273 (2021). arXiv:2110.06273 Tosin P. Adewumi, Nosheen Abid, Maryam Pahlavan, Rickard Brännvall, Sana Sabah Sabry, Foteini Liwicki, and Marcus Liwicki. 2021. Småprat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning. CoRR abs/2110.06273 (2021). arXiv:2110.06273

2. Tosin P. Adewumi Mofetoluwa Adeyemi Aremu Anuoluwapo Bukola Peters Happy Buzaaba Samuel Oyerinde Amina Mardiyyah Rufai Benjamin Ajibade Tajuddeen Gwadabe Mory Moussou Koulibaly Traore Tunde Ajayi Shamsuddeen Hassan Muhammad Ahmed Baruwa Paul Owoicho Tolúlopé Ògúnremí Phylis Ngigi Orevaoghene Ahia Ruqayya Nasir Foteini Liwicki and Marcus Liwicki. 2022. Ìtàkúròso: Exploiting Cross-Lingual Transferability for Natural Language Generation of Dialogues in Low-Resource African Languages. CoRR abs/2204.08083 (2022). arXiv:2204.08083 Tosin P. Adewumi Mofetoluwa Adeyemi Aremu Anuoluwapo Bukola Peters Happy Buzaaba Samuel Oyerinde Amina Mardiyyah Rufai Benjamin Ajibade Tajuddeen Gwadabe Mory Moussou Koulibaly Traore Tunde Ajayi Shamsuddeen Hassan Muhammad Ahmed Baruwa Paul Owoicho Tolúlopé Ògúnremí Phylis Ngigi Orevaoghene Ahia Ruqayya Nasir Foteini Liwicki and Marcus Liwicki. 2022. Ìtàkúròso: Exploiting Cross-Lingual Transferability for Natural Language Generation of Dialogues in Low-Resource African Languages. CoRR abs/2204.08083 (2022). arXiv:2204.08083

3. Daniel Adiwardana , Minh-Thang Luong , David R. So , Jamie Hall , Noah Fiedel , Romal Thoppilan , Zi Yang , Apoorv Kulshreshtha , Gaurav Nemade , Yifeng Lu , and Quoc V . Le . 2020 . Towards a Human-like Open-Domain Chatbot. CoRR abs/2001.09977 (2020). arXiv:2001.09977 Daniel Adiwardana, Minh-Thang Luong, David R. So, Jamie Hall, Noah Fiedel, Romal Thoppilan, Zi Yang, Apoorv Kulshreshtha, Gaurav Nemade, Yifeng Lu, and Quoc V. Le. 2020. Towards a Human-like Open-Domain Chatbot. CoRR abs/2001.09977 (2020). arXiv:2001.09977

4. Wissam Antoun , Fady Baly , and Hazem Hajj . 2020 . AraBERT: Transformer-based Model for Arabic Language Understanding . In Proceedings of the 4th Workshop on Open-Source Arabic Corpora and Processing Tools, with a Shared Task on Offensive Language Detection. European Language Resource Association , Marseille, France, 9--15. Wissam Antoun, Fady Baly, and Hazem Hajj. 2020. AraBERT: Transformer-based Model for Arabic Language Understanding. In Proceedings of the 4th Workshop on Open-Source Arabic Corpora and Processing Tools, with a Shared Task on Offensive Language Detection. European Language Resource Association, Marseille, France, 9--15.

5. Aryaman Arora , Adam Farris , Samopriya Basu , and Suresh Kolichala . 2022 . Com- putational Historical Linguistics and Language Diversity in South Asia . In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics , Dublin, Ireland, 1396--1409. Aryaman Arora, Adam Farris, Samopriya Basu, and Suresh Kolichala. 2022. Com- putational Historical Linguistics and Language Diversity in South Asia. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics, Dublin, Ireland, 1396--1409.

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