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 (WMT, 2018)

Character-Level Language Modeling with Deeper Self-Attention. - Rami Al-Rfou; Dokook Choe; Noah Constant; Mandy Guo; Llion Jones (AAAI, 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 (IJCAI, 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 (WMT (1), 2019)

Bridging the Gap for Tokenizer-Free Language Models. - Dokook Choe; Rami Al-Rfou; Mandy Guo; Heeyoung Lee; Noah Constant (CoRR, 2019)

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 (ACL (demo), 2020)

Wiki-40B: Multilingual Language Model Dataset. - Mandy Guo; Zihang Dai; Denny Vrandecic; Rami Al-Rfou (LREC, 2020)

MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models. - Mandy Guo; Yinfei Yang; Daniel Cer; Qinlan Shen; Noah Constant (CoRR, 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)

TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling. - Parker Riley; Noah Constant; Mandy Guo; Girish Kumar; David C. Uthus; Zarana Parekh (ACL/IJCNLP (1), 2021)

Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation. - Yinfei Yang; Ning Jin; Kuo Lin; Mandy Guo; Daniel Cer (ACL/IJCNLP (2), 2021)

MURAL: Multimodal, Multitask Representations Across Languages. - Aashi Jain; Mandy Guo; Krishna Srinivasan; Ting Chen; Sneha Kudugunta; Chao Jia; Yinfei Yang; Jason Baldridge (EMNLP (Findings), 2021)

Towards Universality in Multilingual Text Rewriting. - Xavier Garcia; Noah Constant; Mandy Guo; Orhan Firat (CoRR, 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)

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 (NAACL-HLT (Findings), 2022)

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 (EMNLP, 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 (EMNLP, 2023)

mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences. - David C. Uthus; Santiago Ontañón; Joshua Ainslie; Mandy Guo (EMNLP (Findings), 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 M. Baldridge; Jiahui Yu (ICLR, 2024)

Imagen 3. - Jason Baldridge; Jakob Bauer; Mukul Bhutani; Nicole Brichtova; Andrew Bunner; Kelvin Chan; Yichang Chen; Sander Dieleman; Yuqing Du; Zach Eaton-Rosen; Hongliang Fei; Nando de Freitas; et al. (CoRR, 2024)

Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models. - 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; et al. (Trans. Mach. Learn. Res., 2024)