Mandy Guo

33 papers A* 5B 1Journal 19Unranked 8
YearRankTypeTitle / Venue / Authors
2024 A* conf
CoBIT: A Contrastive Bi-directional Image-Text Generation Model.
ICLR
Haoxuan You, Mandy Guo, Zhecan Wang, Kai-Wei Chang, Jason M. Baldridge, Jiahui Yu
2024 J jnl
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models.
CoRR
Cristina Nader Vasconcelos, Abdullah Rashwan, Austin Waters, Trevor Walker, Keyang Xu, Jimmy Yan, Rui Qian, Shixin Luo, Zarana Parekh, Andrew Bunner, Hongliang Fei, Roopal Garg, Mandy Guo, Ivana Kajic, Yeqing Li, Henna Nandwani, Jordi Pont-Tuset, Yasumasa Onoe, Sarah Rosston, Su Wang, Wenlei Zhou, Kevin Swersky, David J. Fleet, Jason M. Baldridge, Oliver Wang
2024 J jnl
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models.
Trans. Mach. Learn. Res.
Cristina Nader Vasconcelos, Abdullah Rashwan, Austin Waters, Trevor Walker, Keyang Xu, Jimmy Yan, Rui Qian, Yeqing Li, Shixin Luo, Yasumasa Onoe, Zarana Parekh, Ivana Kajic, Mandy Guo, Wenlei Zhou, Sarah Rosston, Roopal Garg, Hongliang Fei, Jordi Pont-Tuset, Su Wang, Henna Nandwani, Andrew Bunner, Kevin Swersky, David J. Fleet, Oliver Wang, Jason M. Baldridge
2023 A* conf
A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding.
EMNLP
Andrea Burns, Krishna Srinivasan, Joshua Ainslie, Geoff Brown, Bryan A. Plummer, Kate Saenko, Jianmo Ni, Mandy Guo
2023 J jnl
A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding.
CoRR
Andrea Burns, Krishna Srinivasan, Joshua Ainslie, Geoff Brown, Bryan A. Plummer, Kate Saenko, Jianmo Ni, Mandy Guo
2023 J jnl
CoBIT: A Contrastive Bi-directional Image-Text Generation Model.
CoRR
Haoxuan You, Mandy Guo, Zhecan Wang, Kai-Wei Chang, Jason Baldridge, Jiahui Yu
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
WikiWeb2M: A Page-Level Multimodal Wikipedia Dataset.
CoRR
Andrea Burns, Krishna Srinivasan, Joshua Ainslie, Geoff Brown, Bryan A. Plummer, Kate Saenko, Jianmo Ni, Mandy Guo
2023 — conf
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences.
EMNLP (Findings)
David C. Uthus, Santiago Ontañón, Joshua Ainslie, Mandy Guo
2023 J jnl
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences.
CoRR
David C. Uthus, Santiago Ontañón, Joshua Ainslie, Mandy Guo
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 — conf
MURAL: Multimodal, Multitask Representations Across Languages.
EMNLP (Findings)
Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge
2021 J jnl
MURAL: Multimodal, Multitask Retrieval Across Languages.
CoRR
Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge
2021 — conf
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation.
ACL/IJCNLP (2)
Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel Cer
2021 — conf
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling.
ACL/IJCNLP (1)
Parker Riley, Noah Constant, Mandy Guo, Girish Kumar, David C. Uthus, Zarana Parekh
2021 J jnl
Towards Universality in Multilingual Text Rewriting.
CoRR
Xavier Garcia, Noah Constant, Mandy Guo, Orhan Firat
2020 J jnl
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models.
CoRR
Mandy Guo, Yinfei Yang, Daniel Cer, Qinlan Shen, Noah Constant
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 Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation.
CoRR
Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel Cer
2020 J jnl
TextSETTR: Label-Free Text Style Extraction and Tunable Targeted Restyling.
CoRR
Parker Riley, Noah Constant, Mandy Guo, Girish Kumar, David C. Uthus, Zarana Parekh
2020 B conf
Wiki-40B: Multilingual Language Model Dataset.
LREC
Mandy Guo, Zihang Dai, Denny Vrandecic, Rami Al-Rfou
2019 J jnl
Bridging the Gap for Tokenizer-Free Language Models.
CoRR
Dokook Choe, Rami Al-Rfou, Mandy Guo, Heeyoung Lee, Noah Constant
2019 A* conf
Character-Level Language Modeling with Deeper Self-Attention.
AAAI
Rami Al-Rfou, Dokook Choe, Noah Constant, Mandy Guo, Llion Jones
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 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 J jnl
Character-Level Language Modeling with Deeper Self-Attention.
CoRR
Rami Al-Rfou, Dokook Choe, Noah Constant, Mandy Guo, Llion Jones
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