Negative Sampling Techniques for Dense Passage Retrieval in a Multilingual Setting

Author:

Rajapakse Thilina Chaturanga1ORCID,Yates Andrew1ORCID,de Rijke Maarten1ORCID

Affiliation:

1. University of Amsterdam, Amsterdam, Netherlands

Publisher

ACM

Reference32 articles.

1. One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval;Asai Akari;Advances in Neural Information Processing Systems,2021

2. Luiz Bonifacio, Vitor Jeronymo, Hugo Queiroz Abonizio, Israel Campiotti, Marzieh Fadaee, Roberto Lotufo, and Rodrigo Nogueira. 2021. mMarco: A Multilingual Version of the MS MARCO Passage Ranking Dataset. arXiv preprint arXiv:2108.13897 (2021).

3. TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages

4. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. arXiv preprint arXiv:1810.04805 (2018).

5. Petra Galuvs vc áková , Douglas W Oard, and Suraj Nair. 2021. Cross-language Information Retrieval. arXiv preprint arXiv:2111.05988 (2021).

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