Joshua Maynez

Researcher, Google

Joined

July 2019

Names

Joshua Maynez

Emails

****@gmail.com (Confirmed)

,

****@google.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2016 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Generation

2017 – Present

Machine Learning for NLP

2016 – Present

Natural Language Processing

2016 – Present

Publications

Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models
Adam Fisch, Joshua Maynez, R. Alex Hofer, Bhuwan Dhingra, Amir Globerson, William W. Cohen
- NeurIPS 2024 poster
- Readers: Everyone
Learning to Plan and Generate Text with Citations
Constanza Fierro, Reinald Kim Amplayo, Fantine Huot, Nicola De Cao, Joshua Maynez, Shashi Narayan, Mirella Lapata
- Submitted to ICLR 2024
- Readers: Everyone
SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation
Elizabeth Clark, Shruti Rijhwani, Sebastian Gehrmann, Joshua Maynez, Roee Aharoni, Vitaly Nikolaev, Thibault Sellam, Aditya Siddhant, Dipanjan Das, Ankur P Parikh
- EMNLP 2023 Main
- Readers: Everyone
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study
Polina Zablotskaia, Du Phan, Joshua Maynez, Shashi Narayan, Jie Ren, Jeremiah Zhe Liu
- EMNLP 2023 Findings
- Readers: Everyone
Conditional Generation with a Question-Answering Blueprint
Shashi Narayan, Joshua Maynez, Reinald Kim Amplayo, Kuzman Ganchev, Annie Louis, Fantine Huot, Anders Thorhauge Sandholm, Dipanjan Das, Mirella Lapata
- 30 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Focus Attention: Promoting Faithfulness and Diversity in Summarization
Rahul Aralikatte, Shashi Narayan, Joshua Maynez, Sascha Rothe, Ryan T. McDonald
- 2021 (modified: 16 Oct 2021)
- ACL/IJCNLP (1) 2021
- Readers: Everyone
Focus Attention: Promoting Faithfulness and Diversity in Summarization
Rahul Aralikatte, Shashi Narayan, Joshua Maynez, Sascha Rothe, Ryan T. McDonald
- 2021 (modified: 16 Oct 2021)
- CoRR 2021
- Readers: Everyone
A Thorough Evaluation of Task-Specific Pretraining for Summarization
Sascha Rothe, Joshua Maynez, Shashi Narayan
- 2021 (modified: 04 Jan 2022)
- EMNLP (1) 2021
- Readers: Everyone
Shatter: An Efficient Transformer Encoder with Single-Headed Self-Attention and Relative Sequence Partitioning
Ran Tian, Joshua Maynez, Ankur P. Parikh
- 2021 (modified: 04 Jan 2022)
- CoRR 2021
- Readers: Everyone
Planning with Entity Chains for Abstractive Summarization
Shashi Narayan, Yao Zhao, Joshua Maynez, Gonçalo Simões, Ryan T. McDonald
- 2021 (modified: 04 Jan 2022)
- CoRR 2021
- Readers: Everyone

View all 16 publications

Co-Authors

View all 40 co-authors