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XOR QA: Cross-lingual Open-Retrieval Question Answering ...
NAACL 2021 2021
;
., Eunsol
;
Asai, Akari
;
Clark, Jonathan
;
Hajishirzi, Hannaneh
;
Kasai, Jungo
;
Lee, Kenton
. - : Underline Science Inc., 2021
Abstract:
Read the paper on the folowing link: https://www.aclweb.org/anthology/2021.naacl-main.46/ Abstract: Multilingual question answering tasks typically assume answers exist in the same language as the question. Yet in practice, many languages face both information scarcity -- where languages have few reference articles -- and information asymmetry -- where questions reference concepts from other cultures. This work extends open-retrieval question answering to a cross-lingual setting enabling questions from one language to be answered via answer content from another language. We construct a large-scale dataset built on questions from TyDi QA lacking same-language answers. Our task formulation, called Cross-lingual Open Retrieval Question Answering (XOR QA), includes 40k information-seeking questions from across 7 diverse non-English languages. Based on this dataset, we introduce three new tasks that involve cross-lingual document retrieval using multi-lingual and English resources. We establish baselines with ...
Keyword:
Artificial Intelligence
;
Computer Science and Engineering
;
Intelligent System
;
Natural Language Processing
URL:
https://underline.io/lecture/19837-xor-qa-cross-lingual-open-retrieval-question-answering
https://dx.doi.org/10.48448/6bsp-fr90
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