Gustavo Hernández Ábrego
4 papers in the PaperMetrix corpus
Papers by this author
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Effective Parallel Corpus Mining using Bilingual Sentence Embeddings
2018
Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernandez Abrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil. Proceedings of the Third Conference on Machine Translation: Research Papers. 2018.
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Multilingual Universal Sentence Encoder for Semantic Retrieval
2020
Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gustavo Hernandez Abrego, Steve Yuan, Chris Tar, Yun-hsuan Sung, Brian Strope, Ray Kurzweil. Proceedings of the 58th Annual Meeting of the Association for …
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Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models
2022 · Findings of the Association for Computational Linguistics: ACL 2022
We provide the first exploration of sentence embeddings from text-to-text transformers (T5) including the effects of scaling up sentence encoders to 11B parameters. Sentence embeddings are broadly useful for language processing tasks. While T5 achieves …
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Large Dual Encoders Are Generalizable Retrievers
2022
Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernandez Abrego, Ji Ma, Vincent Zhao, Yi Luan, Keith Hall, Ming-Wei Chang, Yinfei Yang. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. …