Yun-Hsuan Sung

Computer Science · Physical Sciences

18h-index4.2kcitations44works7.62yr avg
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Research Topics

Natural Language Processing Techniques(32), Topic Modeling(31), Speech Recognition and Synthesis(13), Multimodal Machine Learning Applications(7), Speech and Audio Processing(6)

Publications44 total

EmbeddingGemma: Powerful and Lightweight Text Representations
arXiv (Cornell University)·2025Open Access
Gemini Embedding: Generalizable Embeddings from Gemini
arXiv (Cornell University)·2025Open Access
Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation
arXiv (Cornell University)·2024Open Access
Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems
arXiv (Cornell University)·2024· 1 citedOpen Access
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation
2024· 41 citedOpen Access
Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems
2024· 3 citedOpen Access
Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation
2024· 8 citedOpen Access
Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations
arXiv (Cornell University)·2023Open Access
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation
arXiv (Cornell University)·2023· 6 citedOpen Access
KL-Divergence Guided Temperature Sampling
arXiv (Cornell University)·2023· 6 citedOpen Access
CoLT5: Faster Long-Range Transformers with Conditional Computation
arXiv (Cornell University)·2023· 1 citedOpen Access
Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models
arXiv (Cornell University)·2023· 8 citedOpen Access
CoLT5: Faster Long-Range Transformers with Conditional Computation
2023· 23 citedOpen Access
Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts
arXiv (Cornell University)·2022· 3 citedOpen Access
LongT5: Efficient Text-To-Text Transformer for Long Sequences
Findings of the Association for Computational Linguistics: NAACL 2022·2022· 193 citedOpen Access
LongT5: Efficient Text-To-Text Transformer for Long Sequences
arXiv (Cornell University)·2021· 6 citedOpen Access
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
International Conference on Machine Learning·2021· 16 cited
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
arXiv (Cornell University)·2021· 1.2k citedOpen Access
Self-Supervised Learning for Pairwise Data Refinement
2020Open Access
Multilingual Universal Sentence Encoder for Semantic Retrieval
2020· 403 citedOpen Access
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Frequent Co-authors

Brian Strope(19), Daniel Cer(18), Yinfei Yang(15), Ray Kurzweil(15), Mandy Guo(12), Gustavo Hernández Ábrego(10), Noah Constant(9), Steve Yuan(9), Chris Tar(7), Heming Ge(6), Quoc V. Le(4), Tom Duerig(4), Joshua Ainslie(4), David Uthus(4), Santiago Ontañón(4), Qinlan Shen(4), Keith Stevens(4), Tu Vu(4), Françoise Beaufays(4), Frank Palma Gomez(4)