Ciprian Chelba

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 23

Top Topics

Quality Estimation

Top Venues

Publications

Ciprian Chelba, Johan Schalkwyk
Coupling Speech Encoders with Downstream Text Models. CoRR (2024)
Rami Botros, Rohit Prabhavalkar, Johan Schalkwyk, Ciprian Chelba, Tara N. Sainath, Françoise Beaufays
Lego-Features: Exporting Modular Encoder Features for Streaming and Deliberation ASR. ICASSP (2023)
Rami Botros, Rohit Prabhavalkar, Johan Schalkwyk, Ciprian Chelba, Tara N. Sainath, Françoise Beaufays
Lego-Features: Exporting modular encoder features for streaming and deliberation ASR. CoRR (2023)
Chris Alberti, Kuzman Ganchev, Michael Collins, Sebastian Gehrmann, Ciprian Chelba
Towards Computationally Verifiable Semantic Grounding for Language Models. CoRR (2022)
Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry
Scaling Laws for Neural Machine Translation. ICLR (2022)
Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry
Scaling Laws for Neural Machine Translation. CoRR (2021)
Ciprian Chelba, Mia Xu Chen, Ankur Bapna, Noam Shazeer
Faster Transformer Decoding: N-gram Masked Self-Attention. CoRR (2020)
Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane S. Boning, Cho-Jui Hsieh
Multi-Stage Influence Function. NeurIPS (2020)
Ciprian Chelba, Junpei Zhou, Yuezhang Li, Hideto Kazawa, Jeff Klingner, Mengmeng Niu
Data Troubles in Sentence Level Confidence Estimation for Machine Translation. CoRR (2020)
Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane S. Boning, Cho-Jui Hsieh
Multi-Stage Influence Function. CoRR (2020)
Junpei Zhou, Ciprian Chelba, Yuezhang Li
Practical Perspectives on Quality Estimation for Machine Translation. CoRR (2020)
Wei Wang, Isaac Caswell, Ciprian Chelba
Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine Translation. ACL (1) (2019)
Isaac Caswell, Ciprian Chelba, David Grangier
Tagged Back-Translation. CoRR (2019)
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
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR (2019)
Wei Wang, Isaac Caswell, Ciprian Chelba
Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine Translation. CoRR (2019)
Isaac Caswell, Ciprian Chelba, David Grangier
Tagged Back-Translation. WMT (1) (2019)
Wei Wang, Taro Watanabe, Macduff Hughes, Tetsuji Nakagawa, Ciprian Chelba
Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection. WMT (2018)
Patrick H. Chen, Si Si, Yang Li, Ciprian Chelba, Cho-Jui Hsieh
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking. CoRR (2018)
Wei Wang, Taro Watanabe, Macduff Hughes, Tetsuji Nakagawa, Ciprian Chelba
Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection. CoRR (2018)
Patrick H. Chen, Si Si, Yang Li, Ciprian Chelba, Cho-Jui Hsieh
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking. NeurIPS (2018)
Ciprian Chelba, Diamantino Caseiro, Fadi Biadsy
Sparse Non-Negative Matrix Language Modeling: Maximum Entropy Flexibility on the Cheap. INTERSPEECH (2017)
Ciprian Chelba, Mohammad Norouzi, Samy Bengio
N-gram Language Modeling using Recurrent Neural Network Estimation. CoRR (2017)
Joris Pelemans, Noam Shazeer, Ciprian Chelba
Sparse Non-negative Matrix Language Modeling. Trans. Assoc. Comput. Linguistics 4 (2016)
Joris Pelemans, Noam Shazeer, Ciprian Chelba
Pruning sparse non-negative matrix n-gram language models. INTERSPEECH (2015)
Noam Shazeer, Joris Pelemans, Ciprian Chelba
Sparse non-negative matrix language modeling for skip-grams. INTERSPEECH (2015)
Ciprian Chelba, Fernando Pereira
Multinomial Loss on Held-out Data for the Sparse Non-negative Matrix Language Model. CoRR (2015)
Ciprian Chelba, Xuedong Zhang, Keith B. Hall
Geo-location for voice search language modeling. INTERSPEECH (2015)
Ciprian Chelba, Noam Shazeer
Sparse non-negative matrix language modeling for geo-annotated query session data. ASRU (2015)
Andrew Fowler, Kurt Partridge, Ciprian Chelba, Xiaojun Bi, Tom Ouyang, Shumin Zhai
Effects of Language Modeling and its Personalization on Touchscreen Typing Performance. CHI (2015)
Murat Saraclar, Ciprian Chelba, Bhuvana Ramabhadran
Editorial for the special issue on spoken content retrieval. Comput. Speech Lang. 28 (5) (2014)
Ciprian Chelba, Tomás Mikolov, Mike Schuster, Qi Ge, Thorsten Brants, Phillipp Koehn, Tony Robinson
One billion word benchmark for measuring progress in statistical language modeling. INTERSPEECH (2014)
Noam Shazeer, Joris Pelemans, Ciprian Chelba
Skip-gram Language Modeling Using Sparse Non-negative Matrix Probability Estimation. CoRR (2014)
Ciprian Chelba, Tomás Mikolov, Mike Schuster, Qi Ge, Thorsten Brants, Phillipp Koehn
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling. CoRR (2013)
Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson
Large Scale Distributed Acoustic Modeling With Back-Off ℕ-Grams. IEEE Trans. Speech Audio Process. 21 (6) (2013)
Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson
Large Scale Distributed Acoustic Modeling With Back-off N-grams CoRR (2013)
Xiaojun Bi, Ciprian Chelba, Tom Ouyang, Kurt Partridge, Shumin Zhai
Bimanual gesture keyboard. UIST (2012)
Cyril Allauzen, Edward Benson, Ciprian Chelba, Michael Riley, Johan Schalkwyk
Voice Query Refinement. INTERSPEECH (2012)
Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson
Distributed acoustic modeling with back-off n-grams. ICASSP (2012)
Preethi Jyothi, Leif Johnson, Ciprian Chelba, Brian Strope
Large-scale discriminative language model reranking for voice-search. WLM@NAACL-HLT (2012)
Ciprian Chelba, Dan Bikel, Maria Shugrina, Patrick Nguyen, Shankar Kumar
Large Scale Language Modeling in Automatic Speech Recognition CoRR (2012)
Maryam Kamvar, Ciprian Chelba
Optimal size, freshness and time-frame for voice search vocabulary CoRR (2012)
Preethi Jyothi, Leif Johnson, Ciprian Chelba, Brian Strope
Distributed discriminative language models for Google voice-search. ICASSP (2012)
John DeNero, Shankar Kumar, Ciprian Chelba, Franz Josef Och
Model Combination for Machine Translation. HLT-NAACL (2010)
Ciprian Chelba, Thorsten Brants, Will Neveitt, Peng Xu
Study on interaction between entropy pruning and kneser-ney smoothing. INTERSPEECH (2010)
Ciprian Chelba, Johan Schalkwyk, Thorsten Brants, Vida Ha, Boulos Harb, Will Neveitt, Carolina Parada, Peng Xu
Query language modeling for voice search. SLT (2010)
Boulos Harb, Ciprian Chelba, Jeffrey Dean, Sanjay Ghemawat
Back-off language model compression. INTERSPEECH (2009)
Christopher Alberti, Michiel Bacchiani, Ari Bezman, Ciprian Chelba, Anastassia Drofa, Hank Liao, Pedro J. Moreno, Ted Power, Arnaud Sahuguet, Maria Shugrina, Olivier Siohan
An audio indexing system for election video material. ICASSP (2009)
Ciprian Chelba, Timothy J. Hazen, Murat Saraclar
Retrieval and browsing of spoken content. IEEE Signal Process. Mag. 25 (3) (2008)
Ciprian Chelba, Jorge F. Silva, Alex Acero
Soft indexing of speech content for search in spoken documents. Comput. Speech Lang. 21 (3) (2007)
Jorge F. Silva, Ciprian Chelba, Alex Acero
Integration of Metadata in spoken Document Search Using Position Specific Posterior latices. SLT (2006)
Ciprian Chelba, Alex Acero
Adaptation of maximum entropy capitalizer: Little data can help a lot. Comput. Speech Lang. 20 (4) (2006)
Jorge F. Silva, Ciprian Chelba, Alex Acero
Pruning Analysis for the Position Specific Posterior Lattices for Spoken Document Search. ICASSP (1) (2006)
Zheng-Yu Zhou, Peng Yu, Ciprian Chelba, Frank Seide
Towards Spoken-Document Retrieval for the Internet: Lattice Indexing For Large-Scale Web-Search Architectures. HLT-NAACL (2006)
Ciprian Chelba, Timothy J. Hazen
Automatic Spoken Document Processing for Retrieval and Browsing. HLT-NAACL (2006)
Ciprian Chelba, Alex Acero
Indexing uncertainty for spoken document search. INTERSPEECH (2005)
Ciprian Chelba, Alex Acero
SPEECH OGLE: Indexing Uncertainty for Spoken Document Search. ACL (2005)
Ciprian Chelba, Alex Acero
Position Specific Posterior Lattices for Indexing Speech. ACL (2005)
Jeremy G. Kahn, Mari Ostendorf, Ciprian Chelba
Parsing Conversational Speech Using Enhanced Segmentation. HLT-NAACL (Short Papers) (2004)
Ciprian Chelba, Alex Acero
Adaptation of Maximum Entropy Capitalizer: Little Data Can Help a Lo. EMNLP (2004)
Ciprian Chelba, Alex Acero
Discriminative training of n-gram classifiers for speech and text routing. INTERSPEECH (2003)
Ciprian Chelba, Milind Mahajan, Alex Acero
Speech utterance classification. ICASSP (1) (2003)
Ciprian Chelba, Rachel Morton
Mutual information phone clustering for decision tree induction. INTERSPEECH (2002)
Peng Xu, Ciprian Chelba, Frederick Jelinek
A Study on Richer Syntactic Dependencies for Structured Language Modeling. ACL (2002)
Ye-Yi Wang, Alex Acero, Ciprian Chelba, Brendan J. Frey, Leon Wong
Combination of statistical and rule-based approaches for spoken language understanding. INTERSPEECH (2002)
Li Deng, Kuansan Wang, Alex Acero, Hsiao-Wuen Hon, Jasha Droppo, Constantinos Boulis, Ye-Yi Wang, Derek Jacoby, Milind Mahajan, Ciprian Chelba, Xuedong Huang
Distributed speech processing in miPad's multimodal user interface. IEEE Trans. Speech Audio Process. 10 (8) (2002)
Ciprian Chelba
Portability of Syntactic Structure for Language Modeling CoRR (2001)
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
MiPad: a multimodal interaction prototype. ICASSP (2001)
Ciprian Chelba, Milind Mahajan
Information Extraction Using the Structured Language Model CoRR (2001)
Ciprian Chelba, Peng Xu
Richer Syntactic Dependencies for Structured Language Modeling CoRR (2001)
Ciprian Chelba, Milind Mahajan
Information Extraction Using the Structured Language Model. EMNLP (2001)
Ciprian Chelba
Portability of syntactic structure for language modeling. ICASSP (2001)
Ciprian Chelba
Exploiting Syntactic Structure for Natural Language Modeling CoRR (2000)
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
Mipad: a next generation PDA prototype. INTERSPEECH (2000)
Ciprian Chelba, Frederick Jelinek
Structured language modeling. Comput. Speech Lang. 14 (4) (2000)
Ciprian Chelba, Frederick Jelinek
Structured Language Modeling for Speech Recognition CoRR (2000)
Ciprian Chelba, Frederick Jelinek
Recognition Performance of a Structured Language Model CoRR (2000)
Ciprian Chelba, Frederick Jelinek
Refinement of a Structured Language Model CoRR (2000)
Frederick Jelinek, Ciprian Chelba
Putting language into language modeling. EUROSPEECH (1999)
Ciprian Chelba, Frederick Jelinek
Recognition performance of a structured language model. EUROSPEECH (1999)
Ciprian Chelba, Frederick Jelinek
Exploiting Syntactic Structure for Language Modeling. COLING-ACL (1998)
Ciprian Chelba
A Structured Language Model CoRR (1998)
Ciprian Chelba, Frederick Jelinek
Expoiting Syntactic Structure for Language Modeling CoRR (1998)
Ciprian Chelba
A Structured Language Model. ACL (1997)
Ciprian Chelba, David Engle, Frederick Jelinek, Victor Jimenez, Sanjeev Khudanpur, Lidia Mangu, Harry Printz, Eric Ristad, Ronald Rosenfeld, Andreas Stolcke, Dekai Wu
Structure and performance of a dependency language model. EUROSPEECH (1997)