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ORCIDGustavo Hernández Ábrego
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2020 – today
- 2024
[c15]Nandan Thakur, Jianmo Ni, Gustavo Hernández Ábrego, John Wieting, Jimmy Lin, Daniel Cer:
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval. NAACL-HLT 2024: 7699-7724- [i10]Jinhyuk Lee, Zhuyun Dai, Xiaoqi Ren, Blair Chen, Daniel Cer, Jeremy R. Cole, Kai Hui, Michael Boratko, Rajvi Kapadia, Wen Ding, Yi Luan, Sai Meher Karthik Duddu, Gustavo Hernández Ábrego, Weiqiang Shi, Nithi Gupta, Aditya Kusupati, Prateek Jain, Siddhartha Reddy Jonnalagadda, Ming-Wei Chang, Iftekhar Naim:
Gecko: Versatile Text Embeddings Distilled from Large Language Models. CoRR abs/2403.20327 (2024) - [i9]Frank Palma Gomez, Ramon Sanabria, Yun-Hsuan Sung, Daniel Cer, Siddharth Dalmia, Gustavo Hernández Ábrego:
Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems. CoRR abs/2404.01616 (2024) - 2023
- [i8]Rohan Anil, Andrew M. Dai, Orhan Firat, Melvin Johnson, Dmitry Lepikhin, Alexandre Passos, Siamak Shakeri, Emanuel Taropa, Paige Bailey, Zhifeng Chen, Eric Chu, Jonathan H. Clark, Laurent El Shafey, Yanping Huang, Kathy Meier-Hellstern, Gaurav Mishra, Erica Moreira, Mark Omernick, Kevin Robinson, Sebastian Ruder, Yi Tay, Kefan Xiao, Yuanzhong Xu, Yujing Zhang, Gustavo Hernández Ábrego, Junwhan Ahn, Jacob Austin, Paul Barham, Jan A. Botha, James Bradbury, Siddhartha Brahma, Kevin Brooks, Michele Catasta, Yong Cheng, Colin Cherry, Christopher A. Choquette-Choo, Aakanksha Chowdhery, Clément Crepy, Shachi Dave, Mostafa Dehghani, Sunipa Dev, Jacob Devlin, Mark Díaz, Nan Du, Ethan Dyer, Vladimir Feinberg, Fangxiaoyu Feng, Vlad Fienber, Markus Freitag, Xavier Garcia, Sebastian Gehrmann, Lucas Gonzalez, et al.:
PaLM 2 Technical Report. CoRR abs/2305.10403 (2023) - [i7]Nandan Thakur, Jianmo Ni, Gustavo Hernández Ábrego, John Wieting, Jimmy Lin, Daniel Cer:
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval. CoRR abs/2311.05800 (2023) - 2022
- [c14]Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang:
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models. ACL (Findings) 2022: 1864-1874 - [c13]Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang:
Large Dual Encoders Are Generalizable Retrievers. EMNLP 2022: 9844-9855 - 2021
- [c12]Jing Lu, Gustavo Hernández Ábrego, Ji Ma, Jianmo Ni, Yinfei Yang:
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval. EMNLP (1) 2021: 6091-6103 - [i6]Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang:
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models. CoRR abs/2108.08877 (2021) - [i5]Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang:
Large Dual Encoders Are Generalizable Retrievers. CoRR abs/2112.07899 (2021) - 2020
- [c11]Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gustavo Hernández Ábrego, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Multilingual Universal Sentence Encoder for Semantic Retrieval. ACL (demo) 2020: 87-94 - [c10]Gustavo Hernández Ábrego, Bowen Liang, Wei Wang, Zarana Parekh, Yinfei Yang, Yun-Hsuan Sung:
Self-Supervised Learning for Pairwise Data Refinement. AACL/IJCNLP 2020: 435-446 - [i4]Jing Lu, Gustavo Hernández Ábrego, Ji Ma, Jianmo Ni, Yinfei Yang:
Neural Passage Retrieval with Improved Negative Contrast. CoRR abs/2010.12523 (2020)
2010 – 2019
- 2019
- [c9]Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax. IJCAI 2019: 5370-5378 - [i3]Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax. CoRR abs/1902.08564 (2019) - [i2]Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gustavo Hernández Ábrego, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Multilingual Universal Sentence Encoder for Semantic Retrieval. CoRR abs/1907.04307 (2019) - 2018
- [c8]Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernández Ábrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings. WMT 2018: 165-176 - [i1]Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernández Ábrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil:
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings. CoRR abs/1807.11906 (2018)
2000 – 2009
- 2004
- [c7]Jun Huang, Lex Olorenshaw, Gustavo Hernández Ábrego, Lei Duan:
A memory efficient grapheme-to-phoneme conversion system for speech processing. INTERSPEECH 2004: 1237-1240 - [c6]Gustavo Hernández Ábrego, Lex Olorenshaw, Raquel Tato, Thomas Schaaf:
Dictionary refinements based on phonetic consensus and non-uniform pronunciation reduction. INTERSPEECH 2004: 1697-1700 - 2003
- [c5]Gustavo Hernández Ábrego, Xavier Menéndez-Pidal, Thomas Kemp, Katsuki Minamino, Helmut Lucke:
Automatic set-up for speech recognition engines based on merit optimization. ICASSP (1) 2003: 196-199 - 2002
- [c4]Xavier Menéndez-Pidal, Lei Duan, Jingwen Lu, Beatriz Dukes, Mike Emonts, Gustavo Hernández Ábrego, Lex Olorenshaw:
Efficient phone based recognition engines for Chinese and English isolated command applications. ISCSLP 2002 - 2001
- [c3]Gustavo Hernández Ábrego, Israel Torres Sánchez:
Partial Classification in Speech Recognition Verification. IWANN (2) 2001: 279-286 - 2000
- [c2]Gustavo Hernández Ábrego, José B. Mariño:
Contextual confidence measures for continuous speech recognition. ICASSP 2000: 1803-1806
1990 – 1999
- 1997
- [c1]Gustavo Hernández Ábrego, Enrique Monte, José B. Mariño:
Non Parametric Coding of Speech by Means of a MLP with Hints. IWANN 1997: 1068-1074
Coauthor Index
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last updated on 2024-09-21 01:43 CEST by the dblp team
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