Yun-Hsuan Sung

43 papers A* 4A 3C 2Misc 4Journal 22Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Dr Genre: Reinforcement Learning from Decoupled LLM Feedback for Generic Text Rewriting. CoRR Yufei Li, John Nham, Ganesh Jawahar, Lei Shu, David Uthus, Yun-Hsuan Sung, Chengrun Yang, Itai Rolnick, Yi Qiao, Cong Liu
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	A*	`conf`	Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation. EMNLP Tu Vu, Kalpesh Krishna, Salaheddin Alzubi, Chris Tar, Manaal Faruqui, Yun-Hsuan Sung
2024	J	`jnl`	Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation. CoRR Tu Vu, Kalpesh Krishna, Salaheddin Alzubi, Chris Tar, Manaal Faruqui, Yun-Hsuan Sung
2024	—	`conf`	FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation. ACL (Findings) Tu Vu, Mohit Iyyer, Xuezhi Wang, Noah Constant, Jerry W. Wei, Jason Wei, Chris Tar, Yun-Hsuan Sung, Denny Zhou, Quoc V. Le, Thang Luong
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`	Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models. CoRR Renat Aksitov, Chung-Ching Chang, David Reitter, Siamak Shakeri, Yun-Hsuan Sung
2023	J	`jnl`	Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations. CoRR Chung-Ching Chang, William W. Cohen, Yun-Hsuan Sung
2023	A*	`conf`	CoLT5: Faster Long-Range Transformers with Conditional Computation. EMNLP Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontañón, Siddhartha Brahma, Yury Zemlyanskiy, David C. Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai
2023	J	`jnl`	CoLT5: Faster Long-Range Transformers with Conditional Computation. CoRR Joshua Ainslie, Tao Lei, Michiel de Jong, Santiago Ontañón, Siddhartha Brahma, Yury Zemlyanskiy, David C. Uthus, Mandy Guo, James Lee-Thorp, Yi Tay, Yun-Hsuan Sung, Sumit Sanghai
2023	J	`jnl`	FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation. CoRR Tu Vu, Mohit Iyyer, Xuezhi Wang, Noah Constant, Jerry W. Wei, Jason Wei, Chris Tar, Yun-Hsuan Sung, Denny Zhou, Quoc V. Le, Thang Luong
2023	J	`jnl`	KL-Divergence Guided Temperature Sampling. CoRR Chung-Ching Chang, David Reitter, Renat Aksitov, Yun-Hsuan Sung
2022	J	`jnl`	Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts. CoRR Cícero Nogueira dos Santos, Zhe Dong, Daniel Cer, John Nham, Siamak Shakeri, Jianmo Ni, Yun-Hsuan Sung
2022	—	`conf`	LongT5: Efficient Text-To-Text Transformer for Long Sequences. NAACL-HLT (Findings) Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontañón, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang
2021	J	`jnl`	LongT5: Efficient Text-To-Text Transformer for Long Sequences. CoRR Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontañón, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang
2021	A*	`conf`	Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision. ICML Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig
2021	J	`jnl`	Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision. CoRR Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig
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	—	`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	—	`conf`	Hierarchical Document Encoder for Parallel Corpus Mining. WMT (1) Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	J	`jnl`	Hierarchical Document Encoder for Parallel Corpus Mining. CoRR Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
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	—	`conf`	Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model. RepL4NLP@ACL Muthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, 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
2018	J	`jnl`	Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model. CoRR Muthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	—	`conf`	Learning Semantic Textual Similarity from Conversations. Rep4NLP@ACL Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	J	`jnl`	Learning Semantic Textual Similarity from Conversations. CoRR Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	J	`jnl`	Universal Sentence Encoder. CoRR Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2017	J	`jnl`	Efficient Natural Language Response Suggestion for Smart Reply. CoRR Matthew L. Henderson, Rami Al-Rfou, Brian Strope, Yun-Hsuan Sung, László Lukács, Ruiqi Guo, Sanjiv Kumar, Balint Miklos, Ray Kurzweil
2016	J	`jnl`	Conversational Contextual Cues: The Case of Personalization and History for Response Ranking. CoRR Rami Al-Rfou, Marc Pickett, Javier Snaider, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2013	A	`conf`	Written-domain language modeling for automatic speech recognition. INTERSPEECH Hasim Sak, Yun-Hsuan Sung, Françoise Beaufays, Cyril Allauzen
2012	Misc	`conf`	Recognition of multilingual speech in mobile applications. ICASSP Hui Lin, Jui-Ting Huang, Françoise Beaufays, Brian Strope, Yun-Hsuan Sung
2011	A	`conf`	Deploying Google Search by Voice in Cantonese. INTERSPEECH Yun-Hsuan Sung, Martin Jansche, Pedro J. Moreno
2011	Misc	`conf`	Recognizing English queries in Mandarin Voice Search. ICASSP Hung-An Chang, Yun-Hsuan Sung, Brian Strope, Françoise Beaufays
2009	C	`conf`	Hidden Conditional Random Fields for phone recognition. ASRU Yun-Hsuan Sung, Daniel Jurafsky
2009	Misc	`conf`	Revisiting graphemes with increasing amounts of data. ICASSP Yun-Hsuan Sung, Thad Hughes, Françoise Beaufays, Brian Strope
2008	Misc	`conf`	Maximum conditional likelihood linear regression and maximum a posteriori for hidden conditional random fields speaker adaptation. ICASSP Yun-Hsuan Sung, Constantinos Boulis, Daniel Jurafsky
2007	C	`conf`	Regularization, adaptation, and non-independent features improve hidden conditional random fields for phone classification. ASRU Yun-Hsuan Sung, Constantinos Boulis, Christopher D. Manning, Dan Jurafsky
2006	A	`conf`	Detection of word fragments in Mandarin telephone conversation. INTERSPEECH Cheng-Tao Chu, Yun-Hsuan Sung, Yuan Zhao, Daniel Jurafsky