Yun-Hsuan Sung

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 30

Top Topics

Semantic Retrieval

Parallel Corpus

Top Venues

NAACL-HLT (Findings)

Publications

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
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation. ACL (Findings) (2024)
Tu Vu, Kalpesh Krishna, Salaheddin Alzubi, Chris Tar, Manaal Faruqui, Yun-Hsuan Sung
Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation. CoRR (2024)
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 (2024)
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
CoLT5: Faster Long-Range Transformers with Conditional Computation. EMNLP (2023)
Chung-Ching Chang, David Reitter, Renat Aksitov, Yun-Hsuan Sung
KL-Divergence Guided Temperature Sampling. CoRR (2023)
Renat Aksitov, Chung-Ching Chang, David Reitter, Siamak Shakeri, Yun-Hsuan Sung
Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models. CoRR (2023)
Chung-Ching Chang, William W. Cohen, Yun-Hsuan Sung
Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations. CoRR (2023)
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
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation. CoRR (2023)
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
CoLT5: Faster Long-Range Transformers with Conditional Computation. CoRR (2023)
Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontañón, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang
LongT5: Efficient Text-To-Text Transformer for Long Sequences. NAACL-HLT (Findings) (2022)
Cícero Nogueira dos Santos, Zhe Dong, Daniel Cer, John Nham, Siamak Shakeri, Jianmo Ni, Yun-Hsuan Sung
Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts. CoRR (2022)
Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision. ICML (2021)
Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontañón, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang
LongT5: Efficient Text-To-Text Transformer for Long Sequences. CoRR (2021)
Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision. CoRR (2021)
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)
Gustavo Hernández Ábrego, Bowen Liang, Wei Wang, Zarana Parekh, Yinfei Yang, Yun-Hsuan Sung
Self-Supervised Learning for Pairwise Data Refinement. AACL/IJCNLP (2020)
Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
Hierarchical Document Encoder for Parallel Corpus Mining. CoRR (2019)
Muthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model. RepL4NLP@ACL (2019)
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 (2019)
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)
Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
Hierarchical Document Encoder for Parallel Corpus Mining. WMT (1) (2019)
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 (2019)
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
Universal Sentence Encoder. CoRR (2018)
Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
Learning Semantic Textual Similarity from Conversations. Rep4NLP@ACL (2018)
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 (2018)
Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
Learning Semantic Textual Similarity from Conversations. CoRR (2018)
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)
Muthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model. CoRR (2018)
Matthew L. Henderson, Rami Al-Rfou, Brian Strope, Yun-Hsuan Sung, László Lukács, Ruiqi Guo, Sanjiv Kumar, Balint Miklos, Ray Kurzweil
Efficient Natural Language Response Suggestion for Smart Reply. CoRR (2017)
Rami Al-Rfou, Marc Pickett, Javier Snaider, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
Conversational Contextual Cues: The Case of Personalization and History for Response Ranking. CoRR (2016)
Hasim Sak, Yun-Hsuan Sung, Françoise Beaufays, Cyril Allauzen
Written-domain language modeling for automatic speech recognition. INTERSPEECH (2013)
Hui Lin, Jui-Ting Huang, Françoise Beaufays, Brian Strope, Yun-Hsuan Sung
Recognition of multilingual speech in mobile applications. ICASSP (2012)
Hung-An Chang, Yun-Hsuan Sung, Brian Strope, Françoise Beaufays
Recognizing English queries in Mandarin Voice Search. ICASSP (2011)
Yun-Hsuan Sung, Martin Jansche, Pedro J. Moreno
Deploying Google Search by Voice in Cantonese. INTERSPEECH (2011)
Yun-Hsuan Sung, Thad Hughes, Françoise Beaufays, Brian Strope
Revisiting graphemes with increasing amounts of data. ICASSP (2009)
Yun-Hsuan Sung, Daniel Jurafsky
Hidden Conditional Random Fields for phone recognition. ASRU (2009)
Yun-Hsuan Sung, Constantinos Boulis, Daniel Jurafsky
Maximum conditional likelihood linear regression and maximum a posteriori for hidden conditional random fields speaker adaptation. ICASSP (2008)
Yun-Hsuan Sung, Constantinos Boulis, Christopher D. Manning, Dan Jurafsky
Regularization, adaptation, and non-independent features improve hidden conditional random fields for phone classification. ASRU (2007)
Cheng-Tao Chu, Yun-Hsuan Sung, Yuan Zhao, Daniel Jurafsky
Detection of word fragments in Mandarin telephone conversation. INTERSPEECH (2006)