Mandy Guo

According to our database, Mandy Guo authored at least 20 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

WikiWeb2M: A Page-Level Multimodal Wikipedia Dataset.

Andrea Burns, Krishna Srinivasan, Joshua Ainslie, Geoff Brown, Bryan A. Plummer, Kate Saenko, Jianmo Ni, Mandy Guo

CoRR, 2023

CoBIT: A Contrastive Bi-directional Image-Text Generation Model.

Haoxuan You, Mandy Guo, Zhecan Wang, Kai-Wei Chang, Jason Baldridge, Jiahui Yu

CoRR, 2023

mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences.

David C. Uthus, Santiago Ontañón, Joshua Ainslie, Mandy Guo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding.

Andrea Burns, Krishna Srinivasan, Joshua Ainslie, Geoff Brown, Bryan A. Plummer, Kate Saenko, Jianmo Ni, Mandy Guo

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

CoLT5: Faster Long-Range Transformers with Conditional Computation.

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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

LongT5: Efficient Text-To-Text Transformer for Long Sequences.

Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontañón, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

2021

MURAL: Multimodal, Multitask Retrieval Across Languages.

Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge

CoRR, 2021

Towards Universality in Multilingual Text Rewriting.

Xavier Garcia, Noah Constant, Mandy Guo, Orhan Firat

CoRR, 2021

MURAL: Multimodal, Multitask Representations Across Languages.

Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation.

Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel Cer

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling.

Parker Riley, Noah Constant, Mandy Guo, Girish Kumar, David C. Uthus, Zarana Parekh

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

TextSETTR: Label-Free Text Style Extraction and Tunable Targeted Restyling.

Parker Riley, Noah Constant, Mandy Guo, Girish Kumar, David C. Uthus, Zarana Parekh

CoRR, 2020

MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models.

Mandy Guo, Yinfei Yang, Daniel Cer, Qinlan Shen, Noah Constant

CoRR, 2020

Wiki-40B: Multilingual Language Model Dataset.

Mandy Guo, Zihang Dai, Denny Vrandecic, Rami Al-Rfou

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Multilingual Universal Sentence Encoder for Semantic Retrieval.

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

2019

Bridging the Gap for Tokenizer-Free Language Models.

Dokook Choe, Rami Al-Rfou, Mandy Guo, Heeyoung Lee, Noah Constant

CoRR, 2019

Hierarchical Document Encoder for Parallel Corpus Mining.

Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

Proceedings of the Fourth Conference on Machine Translation, 2019

Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax.

Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Character-Level Language Modeling with Deeper Self-Attention.

Rami Al-Rfou, Dokook Choe, Noah Constant, Mandy Guo, Llion Jones

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Effective Parallel Corpus Mining using Bilingual Sentence Embeddings.

Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernández Ábrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

Proceedings of the Third Conference on Machine Translation: Research Papers, 2018