Noah Constant

According to our database, Noah Constant authored at least 34 papers between 2018 and 2024.

Collaborative distances:

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

2024

Transfer Learning for Text Diffusion Models.

Kehang Han, Kathleen Kenealy, Aditya Barua, Noah Fiedel, Noah Constant

CoRR, 2024

2023

Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models.

Avi Singh, John D. Co-Reyes, Rishabh Agarwal, Ankesh Anand, Piyush Patil, Xavier Garcia, Peter J. Liu, James Harrison, Jaehoon Lee, Kelvin Xu, Aaron Parisi, Abhishek Kumar, Alex Alemi, Alex Rizkowsky, Azade Nova, Ben Adlam, Bernd Bohnet, Gamaleldin F. Elsayed, Hanie Sedghi, Igor Mordatch, Isabelle Simpson, Izzeddin Gur, Jasper Snoek, Jeffrey Pennington, Jiri Hron, Kathleen Kenealy, Kevin Swersky, Kshiteej Mahajan, Laura Culp, Lechao Xiao, Maxwell L. Bileschi, Noah Constant, Roman Novak, Rosanne Liu, Tris Warkentin, Yundi Qian, Yamini Bansal, Ethan Dyer, Behnam Neyshabur, Jascha Sohl-Dickstein, Noah Fiedel

CoRR, 2023

Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5?

C. Daniel Freeman, Laura Culp, Aaron Parisi, Maxwell L. Bileschi, Gamaleldin F. Elsayed, Alex Rizkowsky, Isabelle Simpson, Alex Alemi, Azade Nova, Ben Adlam, Bernd Bohnet, Gaurav Mishra, Hanie Sedghi, Igor Mordatch, Izzeddin Gur, Jaehoon Lee, John D. Co-Reyes, Jeffrey Pennington, Kelvin Xu, Kevin Swersky, Kshiteej Mahajan, Lechao Xiao, Rosanne Liu, Simon Kornblith, Noah Constant, Peter J. Liu, Roman Novak, Yundi Qian, Noah Fiedel, Jascha Sohl-Dickstein

CoRR, 2023

FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation.

Tu Vu, Mohit Iyyer, Xuezhi Wang, Noah Constant, Jerry W. Wei, Jason Wei, Chris Tar, Yun-Hsuan Sung, Denny Zhou, Quoc V. Le, Thang Luong

CoRR, 2023

Bidirectional Language Models Are Also Few-shot Learners.

Ajay Patel, Bryan Li, Mohammad Sadegh Rasooli, Noah Constant, Colin Raffel, Chris Callison-Burch

Proceedings of the Eleventh International Conference on Learning Representations, 2023

UniMax: Fairer and More Effective Language Sampling for Large-Scale Multilingual Pretraining.

Hyung Won Chung, Xavier Garcia, Adam Roberts, Yi Tay, Orhan Firat, Sharan Narang, Noah Constant

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Character-Aware Models Improve Visual Text Rendering.

Rosanne Liu, Dan Garrette, Chitwan Saharia, William Chan, Adam Roberts, Sharan Narang, Irina Blok, RJ Mical, Mohammad Norouzi, Noah Constant

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

ByT5: Towards a Token-Free Future with Pre-trained Byte-to-Byte Models.

Linting Xue, Aditya Barua, Noah Constant, Rami Al-Rfou, Sharan Narang, Mihir Kale, Adam Roberts, Colin Raffel

Trans. Assoc. Comput. Linguistics, 2022

FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation.

Parker Riley, Timothy Dozat, Jan A. Botha, Xavier Garcia, Dan Garrette, Jason Riesa, Orhan Firat, Noah Constant

CoRR, 2022

Reducing Retraining by Recycling Parameter-Efficient Prompts.

Brian Lester, Joshua Yurtsever, Siamak Shakeri, Noah Constant

CoRR, 2022

Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation.

Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer.

Tu Vu, Brian Lester, Noah Constant, Rami Al-Rfou', Daniel Cer

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models.

Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang

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

2021

Towards Universality in Multilingual Text Rewriting.

Xavier Garcia, Noah Constant, Mandy Guo, Orhan Firat

CoRR, 2021

XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation.

Sebastian Ruder, Noah Constant, Jan A. Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Graham Neubig, Melvin Johnson

CoRR, 2021

mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer.

Linting Xue, Noah Constant, Adam Roberts, Mihir Kale, Rami Al-Rfou, Aditya Siddhant, Aditya Barua, Colin Raffel

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution.

Xavier Garcia, Noah Constant, Ankur P. Parikh, Orhan Firat

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Towards Zero-Shot Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension.

Siamak Shakeri, Noah Constant, Mihir Kale, Linting Xue

Proceedings of the 14th International Conference on Natural Language Generation, 2021

XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation.

Sebastian Ruder, Noah Constant, Jan A. Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, Melvin Johnson

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

The Power of Scale for Parameter-Efficient Prompt Tuning.

Brian Lester, Rami Al-Rfou, Noah Constant

Proceedings of the 2021 Conference on Empirical Methods in 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

nmT5 - Is parallel data still relevant for pre-training massively multilingual language models?

Mihir Kale, Aditya Siddhant, Rami Al-Rfou, Linting Xue, Noah Constant, Melvin Johnson

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

2020

Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension.

Siamak Shakeri, Noah Constant, Mihir Sanjay Kale, Linting Xue

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

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

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

CoRR, 2020

LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool.

Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 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

ReQA: An Evaluation for End-to-End Answer Retrieval Models.

Amin Ahmad, Noah Constant, Yinfei Yang, Daniel Cer

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 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

Universal Sentence Encoder.

Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

CoRR, 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

Learning Semantic Textual Similarity from Conversations.

Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil

Proceedings of The Third Workshop on Representation Learning for NLP, 2018

Universal Sentence Encoder for English.

Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Brian Strope, Ray Kurzweil

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018