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Mandy Guo
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 30
Top Topics
Semantic Retrieval
Question Answering
Language Modeling
Cross Language
Top Venues
CoRR
EMNLP
EMNLP (Findings)
WMT (1)
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Publications
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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)
David C. Uthus
,
Santiago Ontañón
,
Joshua Ainslie
,
Mandy Guo
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences.
EMNLP (Findings)
(2023)
Andrea Burns
,
Krishna Srinivasan
,
Joshua Ainslie
,
Geoff Brown
,
Bryan A. Plummer
,
Kate Saenko
,
Jianmo Ni
,
Mandy Guo
A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding.
EMNLP
(2023)
Andrea Burns
,
Krishna Srinivasan
,
Joshua Ainslie
,
Geoff Brown
,
Bryan A. Plummer
,
Kate Saenko
,
Jianmo Ni
,
Mandy Guo
WikiWeb2M: A Page-Level Multimodal Wikipedia Dataset.
CoRR
(2023)
David C. Uthus
,
Santiago Ontañón
,
Joshua Ainslie
,
Mandy Guo
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences.
CoRR
(2023)
Haoxuan You
,
Mandy Guo
,
Zhecan Wang
,
Kai-Wei Chang
,
Jason Baldridge
,
Jiahui Yu
CoBIT: A Contrastive Bi-directional Image-Text Generation Model.
CoRR
(2023)
Andrea Burns
,
Krishna Srinivasan
,
Joshua Ainslie
,
Geoff Brown
,
Bryan A. Plummer
,
Kate Saenko
,
Jianmo Ni
,
Mandy Guo
A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding.
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)
Aashi Jain
,
Mandy Guo
,
Krishna Srinivasan
,
Ting Chen
,
Sneha Kudugunta
,
Chao Jia
,
Yinfei Yang
,
Jason Baldridge
MURAL: Multimodal, Multitask Representations Across Languages.
EMNLP (Findings)
(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)
Xavier Garcia
,
Noah Constant
,
Mandy Guo
,
Orhan Firat
Towards Universality in Multilingual Text Rewriting.
CoRR
(2021)
Aashi Jain
,
Mandy Guo
,
Krishna Srinivasan
,
Ting Chen
,
Sneha Kudugunta
,
Chao Jia
,
Yinfei Yang
,
Jason Baldridge
MURAL: Multimodal, Multitask Retrieval Across Languages.
CoRR
(2021)
Yinfei Yang
,
Ning Jin
,
Kuo Lin
,
Mandy Guo
,
Daniel Cer
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation.
ACL/IJCNLP (2)
(2021)
Parker Riley
,
Noah Constant
,
Mandy Guo
,
Girish Kumar
,
David C. Uthus
,
Zarana Parekh
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling.
ACL/IJCNLP (1)
(2021)
Yinfei Yang
,
Ning Jin
,
Kuo Lin
,
Mandy Guo
,
Daniel Cer
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation.
CoRR
(2020)
Mandy Guo
,
Zihang Dai
,
Denny Vrandecic
,
Rami Al-Rfou
Wiki-40B: Multilingual Language Model Dataset.
LREC
(2020)
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)
Parker Riley
,
Noah Constant
,
Mandy Guo
,
Girish Kumar
,
David C. Uthus
,
Zarana Parekh
TextSETTR: Label-Free Text Style Extraction and Tunable Targeted Restyling.
CoRR
(2020)
Mandy Guo
,
Yinfei Yang
,
Daniel Cer
,
Qinlan Shen
,
Noah Constant
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models.
CoRR
(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)
Rami Al-Rfou
,
Dokook Choe
,
Noah Constant
,
Mandy Guo
,
Llion Jones
Character-Level Language Modeling with Deeper Self-Attention.
AAAI
(2019)
Dokook Choe
,
Rami Al-Rfou
,
Mandy Guo
,
Heeyoung Lee
,
Noah Constant
Bridging the Gap for Tokenizer-Free Language Models.
CoRR
(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)
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)
Rami Al-Rfou
,
Dokook Choe
,
Noah Constant
,
Mandy Guo
,
Llion Jones
Character-Level Language Modeling with Deeper Self-Attention.
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)