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2020 – today
- 2024
[c21]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: 13697-13720- [c20]Tu Vu, Kalpesh Krishna, Salaheddin Alzubi, Chris Tar, Manaal Faruqui, Yun-Hsuan Sung:
Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation. EMNLP 2024: 17086-17105 - [i19]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) - [i18]Tu Vu, Kalpesh Krishna, Salaheddin Alzubi, Chris Tar, Manaal Faruqui, Yun-Hsuan Sung:
Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation. CoRR abs/2407.10817 (2024) - 2023
- [c19]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: 5085-5100 - [i17]Renat Aksitov, Chung-Ching Chang, David Reitter, Siamak Shakeri, Yun-Hsuan Sung:
Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models. CoRR abs/2302.05578 (2023) - [i16]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 abs/2303.09752 (2023) - [i15]Chung-Ching Chang, David Reitter, Renat Aksitov, Yun-Hsuan Sung:
KL-Divergence Guided Temperature Sampling. CoRR abs/2306.01286 (2023) - [i14]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 abs/2310.03214 (2023) - [i13]Chung-Ching Chang, William W. Cohen, Yun-Hsuan Sung:
Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations. CoRR abs/2311.10083 (2023) - 2022
- [c18]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: 724-736 - [i12]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 abs/2210.04726 (2022) - 2021
- [c17]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: 4904-4916 - [i11]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 abs/2102.05918 (2021) - [i10]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 abs/2112.07916 (2021) - 2020
- [c16]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 - [c15]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
2010 – 2019
- 2019
- [c14]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 - [c13]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: 250-259 - [c12]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: 64-72 - [i9]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) - [i8]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 abs/1906.08401 (2019) - [i7]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
- [c11]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: 164-174 - [c10]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 - [i6]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 abs/1803.11175 (2018) - [i5]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 abs/1804.07754 (2018) - [i4]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) - [i3]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 abs/1810.12836 (2018) - 2017
- [i2]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 abs/1705.00652 (2017) - 2016
- [i1]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 abs/1606.00372 (2016) - 2013
- [c9]Hasim Sak, Yun-Hsuan Sung, Françoise Beaufays, Cyril Allauzen:
Written-domain language modeling for automatic speech recognition. INTERSPEECH 2013: 675-679 - 2012
- [c8]Hui Lin, Jui-Ting Huang, Françoise Beaufays, Brian Strope, Yun-Hsuan Sung:
Recognition of multilingual speech in mobile applications. ICASSP 2012: 4881-4884 - 2011
- [c7]Hung-An Chang, Yun-Hsuan Sung, Brian Strope, Françoise Beaufays:
Recognizing English queries in Mandarin Voice Search. ICASSP 2011: 5016-5019 - [c6]Yun-Hsuan Sung, Martin Jansche, Pedro J. Moreno:
Deploying Google Search by Voice in Cantonese. INTERSPEECH 2011: 2865-2868
2000 – 2009
- 2009
- [c5]Yun-Hsuan Sung, Daniel Jurafsky:
Hidden Conditional Random Fields for phone recognition. ASRU 2009: 107-112 - [c4]Yun-Hsuan Sung, Thad Hughes, Françoise Beaufays, Brian Strope:
Revisiting graphemes with increasing amounts of data. ICASSP 2009: 4449-4452 - 2008
- [c3]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: 4293-4296 - 2007
- [c2]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: 347-352 - 2006
- [c1]Cheng-Tao Chu, Yun-Hsuan Sung, Yuan Zhao, Daniel Jurafsky:
Detection of word fragments in Mandarin telephone conversation. INTERSPEECH 2006
Coauthor Index
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