Ciprian Chelba

Research, GenAI, Google Deepmind

Joined

May 2020

Names

Ciprian Chelba (Preferred)

Emails

****@google.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research

GenAI, Google Deepmind (google.com)

2023 – Present

Research Scientist

Research, Google (google.com)

2006 – 2023

Researcher

Research, Microsoft (microsoft.com)

2000 – 2006

PhD student

Johns Hopkins University (jhu.edu)

1994 – 2000

Advisors, Relations & Conflicts

No relations added

Expertise

statistical language modeling

1996 – Present

speech recognition

1996 – 2023

machine translation

2012 – 2022

Publications

Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection
Wei Wang, Taro Watanabe, Macduff Hughes, Tetsuji Nakagawa, Ciprian Chelba
- 08 Feb 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Lego-Features: Exporting modular encoder features for streaming and deliberation ASR
Rami Botros, Rohit Prabhavalkar, Johan Schalkwyk, Ciprian Chelba, Tara N. Sainath, Françoise Beaufays
- Published: 01 Jan 2023, Last Modified: 03 Apr 2024
- CoRR 2023
- Readers: Everyone
Lego-Features: Exporting Modular Encoder Features for Streaming and Deliberation ASR
Rami Botros, Rohit Prabhavalkar, Johan Schalkwyk, Ciprian Chelba, Tara N. Sainath, Françoise Beaufays
- Published: 01 Jan 2023, Last Modified: 03 Apr 2024
- ICASSP 2023
- Readers: Everyone
Scaling Laws for Neural Machine Translation
Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry
- 2022 (modified: 03 Apr 2023)
- ICLR 2022
- Readers: Everyone
Towards Computationally Verifiable Semantic Grounding for Language Models
Chris Alberti, Kuzman Ganchev, Michael Collins, Sebastian Gehrmann, Ciprian Chelba
- Published: 01 Jan 2022, Last Modified: 03 Apr 2024
- CoRR 2022
- Readers: Everyone
Scaling Laws for Neural Machine Translation
Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Spotlight
- Readers: Everyone
Scaling Laws for Neural Machine Translation
Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry
- 2021 (modified: 24 Feb 2022)
- CoRR 2021
- Readers: Everyone
Practical Perspectives on Quality Estimation for Machine Translation
Junpei Zhou, Ciprian Chelba, Yuezhang Li
- 2020 (modified: 14 Oct 2021)
- CoRR 2020
- Readers: Everyone
Data Troubles in Sentence Level Confidence Estimation for Machine Translation
Ciprian Chelba, Junpei Zhou, Yuezhang Li, Hideto Kazawa, Jeff Klingner, Mengmeng Niu
- 2020 (modified: 14 Oct 2021)
- CoRR 2020
- Readers: Everyone
Faster Transformer Decoding: N-gram Masked Self-Attention
Ciprian Chelba, Mia Xu Chen, Ankur Bapna, Noam Shazeer
- Published: 01 Jan 2020, Last Modified: 03 Apr 2024
- CoRR 2020
- Readers: Everyone

View all 72 publications

Co-Authors

View all 198 co-authors