Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation

Author:

Huang Zhiqi1ORCID,Yu Puxuan1ORCID,Allan James1ORCID

Affiliation:

1. University of Massachusetts Amherst, Amherst, MA, USA

Funder

Intelligence Advanced Research Projects Activity

Office of the Director of National Intelligence

Publisher

ACM

Reference47 articles.

1. Sawsan Alqahtani , Garima Lalwani , Yi Zhang , Salvatore Romeo , and Saab Mansour . 2021. Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings. arXiv preprint arXiv:2110.02887 ( 2021 ). Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, and Saab Mansour. 2021. Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings. arXiv preprint arXiv:2110.02887 (2021).

2. Simulating CLIR Translation Resource Scarcity using High-resource Languages

3. Training Effective Neural CLIR by Bridging the Translation Gap

4. Luiz Henrique Bonifacio , Israel Campiotti , Vitor Jeronymo , Roberto Lotufo , and Rodrigo Nogueira . 2021. mmarco: A multilingual version of the ms marco passage ranking dataset. arXiv preprint arXiv:2108.13897 ( 2021 ). Luiz Henrique Bonifacio, Israel Campiotti, Vitor Jeronymo, Roberto Lotufo, and Rodrigo Nogueira. 2021. mmarco: A multilingual version of the ms marco passage ranking dataset. arXiv preprint arXiv:2108.13897 (2021).

5. Martin Braschler . 2002 . CLEF 2002-Overview of results. In Workshop of the Cross-Language Evaluation Forum for European Languages. Springer, 9--27 . Martin Braschler. 2002. CLEF 2002-Overview of results. In Workshop of the Cross-Language Evaluation Forum for European Languages. Springer, 9--27.

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