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Cross-lingual open domain question answering (CLQA) is a complex problem, comprising cross-lingual retrieval from a multilingual knowledge base, followed by answer generation in the query language.
Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel Ziegler, Jeffrey Wu, Clemens Winter, Chris Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020 · 1901
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Reading Wikipedia to answer open-domain questions
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The hitchhiker’s guide to testing statistical significance in natural language processing
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Cross-lingual language model pretraining
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Natural questions: A benchmark for question answering research
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Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, and Ming-Wei Chang. 2020 · 2020
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Dense passage retrieval for open-domain question answering
Vladimir Karpukhin, Barlas Oguz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, and Wen-tau Yih. 2020 · 2020
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Colbert: Efficient and effective passage search via contextualized late interaction over bert
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Retrieval-augmented generation for knowledge-intensive nlp tasks
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Stanza: A python natural language processing toolkit for many human languages
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XOR QA: Cross-lingual open-retrieval question answering
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Yulong Li, Martin Franz, Md Arafat Sultan, Bhavani Iyer, Young-Suk Lee, and Avirup Sil. 2022 · 2022
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Empowering dual-encoder with query generator for cross-lingual dense retrieval
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Ask me anything in your native language
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English contrastive learning can learn universal cross-lingual sentence embeddings
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Improving CLIP training with language rewrites
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Leveraging llms for synthesizing training data across many languages in multilingual dense retrieval
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Devendra Singh Sachan, Siva Reddy, William L. Hamilton, Chris Dyer, and Dani Yogatama. 2021 · 2021
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Approximate nearest neighbor negative contrastive learning for dense text retrieval
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Retrieval as attention: End-to-end learning of retrieval and reading within a single transformer
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You only need one model for open-domain question answering
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One question answering model for many languages with cross-lingual dense passage retrieval
Akari Asai, Xinyan Yu, Jungo Kasai, and Hannaneh Hajishirzi. 2021b
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