Ciprian Chelba

According to our database, Ciprian Chelba authored at least 72 papers between 1997 and 2024.

Collaborative distances:

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

2024

Coupling Speech Encoders with Downstream Text Models.

Ciprian Chelba, Johan Schalkwyk

CoRR, 2024

2023

Lego-Features: Exporting Modular Encoder Features for Streaming and Deliberation ASR.

Rami Botros, Rohit Prabhavalkar, Johan Schalkwyk, Ciprian Chelba, Tara N. Sainath, Françoise Beaufays

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Towards Computationally Verifiable Semantic Grounding for Language Models.

Chris Alberti, Kuzman Ganchev, Michael Collins, Sebastian Gehrmann, Ciprian Chelba

CoRR, 2022

Scaling Laws for Neural Machine Translation.

Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

Data Troubles in Sentence Level Confidence Estimation for Machine Translation.

Ciprian Chelba, Junpei Zhou, Yuezhang Li, Hideto Kazawa, Jeff Klingner, Mengmeng Niu

CoRR, 2020

Practical Perspectives on Quality Estimation for Machine Translation.

Junpei Zhou, Ciprian Chelba, Yuezhang Li

CoRR, 2020

Faster Transformer Decoding: N-gram Masked Self-Attention.

Ciprian Chelba, Mia Xu Chen, Ankur Bapna, Noam Shazeer

CoRR, 2020

Multi-Stage Influence Function.

Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane S. Boning, Cho-Jui Hsieh

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling.

Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon

CoRR, 2019

Tagged Back-Translation.

Isaac Caswell, Ciprian Chelba, David Grangier

Proceedings of the Fourth Conference on Machine Translation, 2019

Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine Translation.

Wei Wang, Isaac Caswell, Ciprian Chelba

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection.

Wei Wang, Taro Watanabe, Macduff Hughes, Tetsuji Nakagawa, Ciprian Chelba

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

GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking.

Patrick H. Chen, Si Si, Yang Li, Ciprian Chelba, Cho-Jui Hsieh

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

N-gram Language Modeling using Recurrent Neural Network Estimation.

Ciprian Chelba, Mohammad Norouzi, Samy Bengio

CoRR, 2017

Sparse Non-Negative Matrix Language Modeling: Maximum Entropy Flexibility on the Cheap.

Ciprian Chelba, Diamantino Caseiro, Fadi Biadsy

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016

Sparse Non-negative Matrix Language Modeling.

Joris Pelemans, Noam Shazeer, Ciprian Chelba

Trans. Assoc. Comput. Linguistics, 2016

2015

Multinomial Loss on Held-out Data for the Sparse Non-negative Matrix Language Model.

Ciprian Chelba, Fernando Pereira

CoRR, 2015

Sparse non-negative matrix language modeling for skip-grams.

Noam Shazeer, Joris Pelemans, Ciprian Chelba

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Pruning sparse non-negative matrix n-gram language models.

Joris Pelemans, Noam Shazeer, Ciprian Chelba

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Geo-location for voice search language modeling.

Ciprian Chelba, Xuedong Zhang, Keith B. Hall

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Effects of Language Modeling and its Personalization on Touchscreen Typing Performance.

Andrew Fowler, Kurt Partridge, Ciprian Chelba, Xiaojun Bi, Tom Ouyang, Shumin Zhai

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

Sparse non-negative matrix language modeling for geo-annotated query session data.

Ciprian Chelba, Noam Shazeer

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Editorial for the special issue on spoken content retrieval.

Murat Saraclar, Ciprian Chelba, Bhuvana Ramabhadran

Comput. Speech Lang., 2014

Skip-gram Language Modeling Using Sparse Non-negative Matrix Probability Estimation.

Noam Shazeer, Joris Pelemans, Ciprian Chelba

CoRR, 2014

One billion word benchmark for measuring progress in statistical language modeling.

Ciprian Chelba, Tomás Mikolov, Mike Schuster, Qi Ge, Thorsten Brants, Phillipp Koehn, Tony Robinson

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

2013

Large Scale Distributed Acoustic Modeling With Back-Off ℕ-Grams.

Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson

IEEE Trans. Speech Audio Process., 2013

One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling.

Ciprian Chelba, Tomás Mikolov, Mike Schuster, Qi Ge, Thorsten Brants, Phillipp Koehn

CoRR, 2013

2012

Large Scale Language Modeling in Automatic Speech Recognition

Ciprian Chelba, Dan Bikel, Maria Shugrina, Patrick Nguyen, Shankar Kumar

CoRR, 2012

Optimal size, freshness and time-frame for voice search vocabulary

Maryam Kamvar, Ciprian Chelba

CoRR, 2012

Bimanual gesture keyboard.

Xiaojun Bi, Ciprian Chelba, Tom Ouyang, Kurt Partridge, Shumin Zhai

Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology, 2012

Large-scale discriminative language model reranking for voice-search.

Preethi Jyothi, Leif Johnson, Ciprian Chelba, Brian Strope

Proceedings of the Workshop: Will We Ever Really Replace the N-gram Model? On the Future of Language Modeling for HLT, 2012

Voice Query Refinement.

Cyril Allauzen, Edward Benson, Ciprian Chelba, Michael Riley, Johan Schalkwyk

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Distributed discriminative language models for Google voice-search.

Preethi Jyothi, Leif Johnson, Ciprian Chelba, Brian Strope

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Distributed acoustic modeling with back-off n-grams.

Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2010

Query language modeling for voice search.

Ciprian Chelba, Johan Schalkwyk, Thorsten Brants, Vida Ha, Boulos Harb, Will Neveitt, Carolina Parada, Peng Xu

Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Model Combination for Machine Translation.

John DeNero, Shankar Kumar, Ciprian Chelba, Franz Josef Och

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Study on interaction between entropy pruning and kneser-ney smoothing.

Ciprian Chelba, Thorsten Brants, Will Neveitt, Peng Xu

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

2009

Back-off language model compression.

Boulos Harb, Ciprian Chelba, Jeffrey Dean, Sanjay Ghemawat

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

An audio indexing system for election video material.

Christopher Alberti, Michiel Bacchiani, Ari Bezman, Ciprian Chelba, Anastassia Drofa, Hank Liao, Pedro J. Moreno, Ted Power, Arnaud Sahuguet, Maria Shugrina, Olivier Siohan

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Retrieval and browsing of spoken content.

Ciprian Chelba, Timothy J. Hazen, Murat Saraclar

IEEE Signal Process. Mag., 2008

2007

Soft indexing of speech content for search in spoken documents.

Ciprian Chelba, Jorge F. Silva, Alex Acero

Comput. Speech Lang., 2007

2006

Adaptation of maximum entropy capitalizer: Little data can help a lot.

Ciprian Chelba, Alex Acero

Comput. Speech Lang., 2006

Integration of Metadata in spoken Document Search Using Position Specific Posterior latices.

Jorge F. Silva, Ciprian Chelba, Alex Acero

Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006

Towards Spoken-Document Retrieval for the Internet: Lattice Indexing For Large-Scale Web-Search Architectures.

Zheng-Yu Zhou, Peng Yu, Ciprian Chelba, Frank Seide

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Automatic Spoken Document Processing for Retrieval and Browsing.

Ciprian Chelba, Timothy J. Hazen

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Pruning Analysis for the Position Specific Posterior Lattices for Spoken Document Search.

Jorge F. Silva, Ciprian Chelba, Alex Acero

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Indexing uncertainty for spoken document search.

Ciprian Chelba, Alex Acero

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

SPEECH OGLE: Indexing Uncertainty for Spoken Document Search.

Ciprian Chelba, Alex Acero

Proceedings of the ACL 2005, 2005

Position Specific Posterior Lattices for Indexing Speech.

Ciprian Chelba, Alex Acero

Proceedings of the ACL 2005, 2005

2004

Parsing Conversational Speech Using Enhanced Segmentation.

Jeremy G. Kahn, Mari Ostendorf, Ciprian Chelba

Proceedings of HLT-NAACL 2004: Short Papers, Boston, Massachusetts, USA, May 2-7, 2004, 2004

Adaptation of Maximum Entropy Capitalizer: Little Data Can Help a Lo.

Ciprian Chelba, Alex Acero

Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004

2003

Discriminative training of n-gram classifiers for speech and text routing.

Ciprian Chelba, Alex Acero

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Speech utterance classification.

Ciprian Chelba, Milind Mahajan, Alex Acero

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Distributed speech processing in miPad's multimodal user interface.

Li Deng, Kuansan Wang, Alex Acero, Hsiao-Wuen Hon, Jasha Droppo, Constantinos Boulis, Ye-Yi Wang, Derek Jacoby, Milind Mahajan, Ciprian Chelba, Xuedong Huang

IEEE Trans. Speech Audio Process., 2002

Combination of statistical and rule-based approaches for spoken language understanding.

Ye-Yi Wang, Alex Acero, Ciprian Chelba, Brendan J. Frey, Leon Wong

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Mutual information phone clustering for decision tree induction.

Ciprian Chelba, Rachel Morton

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

A Study on Richer Syntactic Dependencies for Structured Language Modeling.

Peng Xu, Ciprian Chelba, Frederick Jelinek

Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, 2002

2001

Richer Syntactic Dependencies for Structured Language Modeling

Ciprian Chelba, Peng Xu

CoRR, 2001

MiPad: a multimodal interaction prototype.

Xuedong Huang, Alex Acero, Ciprian Chelba, Li Deng, Jasha Droppo, Doug Duchene, Joshua Goodman, Hsiao-Wuen Hon, Derek Jacoby, Li Jiang, Ricky Loynd, Milind Mahajan, Peter Mau, Scott Meredith, Salman Mughal, Salvado Neto, Mike Plumpe, Kuansan Steury, Gina Venolia, Kuansan Wang, Ye-Yi Wang

Proceedings of the IEEE International Conference on Acoustics, 2001

Portability of syntactic structure for language modeling.

Ciprian Chelba

Proceedings of the IEEE International Conference on Acoustics, 2001

Information Extraction Using the Structured Language Model.

Ciprian Chelba, Milind Mahajan

Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2001

2000

Structured language modeling.

Ciprian Chelba, Frederick Jelinek

Comput. Speech Lang., 2000

Structured Language Modeling for Speech Recognition

Ciprian Chelba, Frederick Jelinek

CoRR, 2000

Refinement of a Structured Language Model

Ciprian Chelba, Frederick Jelinek

CoRR, 2000

Exploiting Syntactic Structure for Natural Language Modeling

Ciprian Chelba

CoRR, 2000

Mipad: a next generation PDA prototype.

Xuedong Huang, Alex Acero, Ciprian Chelba, Li Deng, Doug Duchene, Joshua Goodman, Hsiao-Wuen Hon, Derek Jacoby, Li Jiang, Ricky Loynd, Milind Mahajan, Peter Mau, Scott Meredith, Salman Mughal, Salvado Neto, Mike Plumpe, Kuansan Wang, Ye-Yi Wang

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

1999

Putting language into language modeling.

Frederick Jelinek, Ciprian Chelba

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Recognition performance of a structured language model.

Ciprian Chelba, Frederick Jelinek

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998

Expoiting Syntactic Structure for Language Modeling

Ciprian Chelba, Frederick Jelinek

CoRR, 1998

Exploiting Syntactic Structure for Language Modeling.

Ciprian Chelba, Frederick Jelinek

Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998

1997

Structure and performance of a dependency language model.

Ciprian Chelba, David Engle, Frederick Jelinek, Victor Jimenez, Sanjeev Khudanpur, Lidia Mangu, Harry Printz, Eric Ristad, Ronald Rosenfeld, Andreas Stolcke, Dekai Wu

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

A Structured Language Model.

Ciprian Chelba

Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and 8th Conference of the European Chapter of the Association for Computational Linguistics, 1997