Gustavo Hernández Ábrego

29 papers A* 2A 2Misc 2Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models.
CoRR
Simeng Han, Frank Palma Gomez, Tu Vu, Zefei Li, Daniel Cer, Hansi Zeng, Chris Tar, Arman Cohan, Gustavo Hernández Ábrego
2025 J jnl
CRISP: Clustering Multi-Vector Representations for Denoising and Pruning.
CoRR
João Veneroso, Rajesh Jayaram, Jinmeng Rao, Gustavo Hernández Ábrego, Majid Hadian, Daniel Cer
2025 J jnl
EmbeddingGemma: Powerful and Lightweight Text Representations.
CoRR
Henrique Schechter Vera, Sahil Dua, Biao Zhang, Daniel Salz, Ryan Mullins, Sindhu Raghuram Panyam, Sara Smoot, Iftekhar Naim, Joe Zou, Feiyang Chen, Daniel Cer, Alice Lisak, Min Choi, Lucas Gonzalez, Omar Sanseviero, Glenn Cameron, Ian Ballantyne, Kat Black, Kaifeng Chen, Weiyi Wang, Zhe Li, Gus Martins, Jinhyuk Lee, Mark Sherwood, Ju-yeong Ji, Renjie Wu, Jingxiao Zheng, Jyotinder Singh, Abheesht Sharma, Divyashree Sreepathihalli, Aashi Jain, Adham Elarabawy, AJ Co, Andreas Doumanoglou, Babak Samari, Ben Hora, Brian Potetz, Dahun Kim, Enrique Alfonseca, Fedor Moiseev, Feng Han, Frank Palma Gomez, Gustavo Hernández Ábrego, Hesen Zhang, Hui Hui, Jay Han, Karan Gill, Ke Chen, Koert Chen, Madhuri Shanbhogue, Michael Boratko, Paul Suganthan, Sai Meher Karthik Duddu, Sandeep Mariserla, Setareh Ariafar, Shanfeng Zhang, Shijie Zhang, Simon Baumgartner, Sonam Goenka, Steve Qiu, Tanmaya Dabral, Trevor Walker, Vikram Rao, Waleed Khawaja, Wenlei Zhou, Xiaoqi Ren, Ye Xia, Yichang Chen, Yi-Ting Chen, Zhe Dong, Zhongli Ding, Francesco Visin, Gaël Liu, Jiageng Zhang, Kathleen Kenealy, Michelle Casbon, Ravin Kumar, Thomas Mesnard, Zach Gleicher, Cormac Brick, Olivier Lacombe, Adam Roberts, Qin Yin, Yun-Hsuan Sung, Raphael Hoffmann, Tris Warkentin, Armand Joulin, Tom Duerig, Mojtaba Seyedhosseini
2025 J jnl
Gemini Embedding: Generalizable Embeddings from Gemini.
CoRR
Jinhyuk Lee, Feiyang Chen, Sahil Dua, Daniel Cer, Madhuri Shanbhogue, Iftekhar Naim, Gustavo Hernández Ábrego, Zhe Li, Kaifeng Chen, Henrique Schechter Vera, Xiaoqi Ren, Shanfeng Zhang, Daniel Salz, Michael Boratko, Jay Han, Blair Chen, Shuo Huang, Vikram Rao, Paul Suganthan, Feng Han, Andreas Doumanoglou, Nithi Gupta, Fedor Moiseev, Cathy Yip, Aashi Jain, Simon Baumgartner, Shahrokh Shahi, Frank Palma Gomez, Sandeep Mariserla, Min Choi, Parashar Shah, Sonam Goenka, Ke Chen, Ye Xia, Koert Chen, Sai Meher Karthik Duddu, Yichang Chen, Trevor Walker, Wenlei Zhou, Rakesh Ghiya, Zach Gleicher, Karan Gill, Zhe Dong, Mojtaba Seyedhosseini, Yun-Hsuan Sung, Raphael Hoffmann, Tom Duerig
2024 J jnl
Gecko: Versatile Text Embeddings Distilled from Large Language Models.
CoRR
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
2024 — conf
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval.
NAACL-HLT
Nandan Thakur, Jianmo Ni, Gustavo Hernández Ábrego, John Wieting, Jimmy Lin, Daniel Cer
2024 J jnl
Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems.
CoRR
Frank Palma Gomez, Ramon Sanabria, Yun-Hsuan Sung, Daniel Cer, Siddharth Dalmia, Gustavo Hernández Ábrego
2023 J jnl
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval.
CoRR
Nandan Thakur, Jianmo Ni, Gustavo Hernández Ábrego, John Wieting, Jimmy Lin, Daniel Cer
2023 J jnl
PaLM 2 Technical Report.
CoRR
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.
2022 A* conf
Large Dual Encoders Are Generalizable Retrievers.
EMNLP
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
2022 — conf
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models.
ACL (Findings)
Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang
2021 J jnl
Large Dual Encoders Are Generalizable Retrievers.
CoRR
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
2021 — conf
Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval.
EMNLP (1)
Jing Lu, Gustavo Hernández Ábrego, Ji Ma, Jianmo Ni, Yinfei Yang
2021 J jnl
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models.
CoRR
Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang
2020 — conf
Multilingual Universal Sentence Encoder for Semantic Retrieval.
ACL (demo)
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
2020 J jnl
Neural Passage Retrieval with Improved Negative Contrast.
CoRR
Jing Lu, Gustavo Hernández Ábrego, Ji Ma, Jianmo Ni, Yinfei Yang
2020 — conf
Self-Supervised Learning for Pairwise Data Refinement.
AACL/IJCNLP
Gustavo Hernández Ábrego, Bowen Liang, Wei Wang, Zarana Parekh, Yinfei Yang, Yun-Hsuan Sung
2019 A* conf
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax.
IJCAI
Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019 J jnl
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax.
CoRR
Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019 J jnl
Multilingual Universal Sentence Encoder for Semantic Retrieval.
CoRR
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
2018 — conf
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings.
WMT
Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernández Ábrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018 J jnl
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings.
CoRR
Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernández Ábrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2004 A conf
A memory efficient grapheme-to-phoneme conversion system for speech processing.
INTERSPEECH
Jun Huang, Lex Olorenshaw, Gustavo Hernández Ábrego, Lei Duan
2004 A conf
Dictionary refinements based on phonetic consensus and non-uniform pronunciation reduction.
INTERSPEECH
Gustavo Hernández Ábrego, Lex Olorenshaw, Raquel Tato, Thomas Schaaf
2003 — conf
Automatic set-up for speech recognition engines based on merit optimization.
ICASSP (1)
Gustavo Hernández Ábrego, Xavier Menéndez-Pidal, Thomas Kemp, Katsuki Minamino, Helmut Lucke
2002 — conf
Efficient phone based recognition engines for Chinese and English isolated command applications.
ISCSLP
Xavier Menéndez-Pidal, Lei Duan, Jingwen Lu, Beatriz Dukes, Mike Emonts, Gustavo Hernández Ábrego, Lex Olorenshaw
2001 — conf
Partial Classification in Speech Recognition Verification.
IWANN (2)
Gustavo Hernández Ábrego, Israel Torres Sánchez
2000 Misc conf
Contextual confidence measures for continuous speech recognition.
ICASSP
Gustavo Hernández Ábrego, José B. Mariño
1997 Misc conf
Non Parametric Coding of Speech by Means of a MLP with Hints.
IWANN
Gustavo Hernández Ábrego, Enrique Monte, José B. Mariño