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Ciprian Chelba
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2020 – today
- 2024
- [i29]Ciprian Chelba, Johan Schalkwyk:
Coupling Speech Encoders with Downstream Text Models. CoRR abs/2407.17605 (2024) - 2023
- [c47]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: 1-5 - [i28]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 abs/2304.00173 (2023) - 2022
- [c46]Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry:
Scaling Laws for Neural Machine Translation. ICLR 2022 - [i27]Chris Alberti, Kuzman Ganchev, Michael Collins, Sebastian Gehrmann, Ciprian Chelba:
Towards Computationally Verifiable Semantic Grounding for Language Models. CoRR abs/2211.09070 (2022) - 2021
- [i26]Behrooz Ghorbani, Orhan Firat, Markus Freitag, Ankur Bapna, Maxim Krikun, Xavier Garcia, Ciprian Chelba, Colin Cherry:
Scaling Laws for Neural Machine Translation. CoRR abs/2109.07740 (2021) - 2020
- [c45]Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane S. Boning, Cho-Jui Hsieh:
Multi-Stage Influence Function. NeurIPS 2020 - [i25]Ciprian Chelba, Mia Xu Chen, Ankur Bapna, Noam Shazeer:
Faster Transformer Decoding: N-gram Masked Self-Attention. CoRR abs/2001.04589 (2020) - [i24]Junpei Zhou, Ciprian Chelba, Yuezhang Li:
Practical Perspectives on Quality Estimation for Machine Translation. CoRR abs/2005.03519 (2020) - [i23]Hongge Chen, Si Si, Yang Li, Ciprian Chelba, Sanjiv Kumar, Duane S. Boning, Cho-Jui Hsieh:
Multi-Stage Influence Function. CoRR abs/2007.09081 (2020) - [i22]Ciprian Chelba, Junpei Zhou, Yuezhang Li, Hideto Kazawa, Jeff Klingner, Mengmeng Niu:
Data Troubles in Sentence Level Confidence Estimation for Machine Translation. CoRR abs/2010.13856 (2020)
2010 – 2019
- 2019
- [c44]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: 1282-1292 - [c43]Isaac Caswell, Ciprian Chelba, David Grangier:
Tagged Back-Translation. WMT (1) 2019: 53-63 - [i21]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 abs/1902.08295 (2019) - [i20]Wei Wang, Isaac Caswell, Ciprian Chelba:
Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine Translation. CoRR abs/1906.01130 (2019) - [i19]Isaac Caswell, Ciprian Chelba, David Grangier:
Tagged Back-Translation. CoRR abs/1906.06442 (2019) - 2018
- [c42]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: 11011-11021 - [c41]Wei Wang, Taro Watanabe, Macduff Hughes, Tetsuji Nakagawa, Ciprian Chelba:
Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection. WMT 2018: 133-143 - [i18]Patrick H. Chen, Si Si, Yang Li, Ciprian Chelba, Cho-Jui Hsieh:
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking. CoRR abs/1806.06950 (2018) - [i17]Wei Wang, Taro Watanabe, Macduff Hughes, Tetsuji Nakagawa, Ciprian Chelba:
Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection. CoRR abs/1809.00068 (2018) - 2017
- [c40]Ciprian Chelba, Diamantino Caseiro, Fadi Biadsy:
Sparse Non-Negative Matrix Language Modeling: Maximum Entropy Flexibility on the Cheap. INTERSPEECH 2017: 2725-2729 - [i16]Ciprian Chelba, Mohammad Norouzi, Samy Bengio:
N-gram Language Modeling using Recurrent Neural Network Estimation. CoRR abs/1703.10724 (2017) - 2016
- [j8]Joris Pelemans, Noam Shazeer, Ciprian Chelba:
Sparse Non-negative Matrix Language Modeling. Trans. Assoc. Comput. Linguistics 4: 329-342 (2016) - 2015
- [c39]Ciprian Chelba, Noam Shazeer:
Sparse non-negative matrix language modeling for geo-annotated query session data. ASRU 2015: 8-14 - [c38]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: 649-658 - [c37]Noam Shazeer, Joris Pelemans, Ciprian Chelba:
Sparse non-negative matrix language modeling for skip-grams. INTERSPEECH 2015: 1428-1432 - [c36]Joris Pelemans, Noam Shazeer, Ciprian Chelba:
Pruning sparse non-negative matrix n-gram language models. INTERSPEECH 2015: 1433-1437 - [c35]Ciprian Chelba, Xuedong Zhang, Keith B. Hall:
Geo-location for voice search language modeling. INTERSPEECH 2015: 1438-1442 - [i15]Ciprian Chelba, Fernando Pereira:
Multinomial Loss on Held-out Data for the Sparse Non-negative Matrix Language Model. CoRR abs/1511.01574 (2015) - 2014
- [j7]Murat Saraclar
, Ciprian Chelba, Bhuvana Ramabhadran:
Editorial for the special issue on spoken content retrieval. Comput. Speech Lang. 28(5): 1019-1020 (2014) - [c34]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: 2635-2639 - [i14]Noam Shazeer, Joris Pelemans, Ciprian Chelba:
Skip-gram Language Modeling Using Sparse Non-negative Matrix Probability Estimation. CoRR abs/1412.1454 (2014) - 2013
- [j6]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): 1158-1169 (2013) - [i13]Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson:
Large Scale Distributed Acoustic Modeling With Back-off N-grams. CoRR abs/1302.1123 (2013) - [i12]Ciprian Chelba, Tomás Mikolov, Mike Schuster, Qi Ge, Thorsten Brants, Phillipp Koehn:
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling. CoRR abs/1312.3005 (2013) - 2012
- [c33]Ciprian Chelba, Peng Xu, Fernando Pereira, Thomas Richardson:
Distributed acoustic modeling with back-off n-grams. ICASSP 2012: 4129-4132 - [c32]Preethi Jyothi, Leif Johnson, Ciprian Chelba, Brian Strope:
Distributed discriminative language models for Google voice-search. ICASSP 2012: 5017-5020 - [c31]Cyril Allauzen, Edward Benson, Ciprian Chelba, Michael Riley, Johan Schalkwyk:
Voice Query Refinement. INTERSPEECH 2012: 2462-2465 - [c30]Preethi Jyothi, Leif Johnson, Ciprian Chelba, Brian Strope:
Large-scale discriminative language model reranking for voice-search. WLM@NAACL-HLT 2012: 41-49 - [c29]Xiaojun Bi, Ciprian Chelba, Tom Ouyang, Kurt Partridge, Shumin Zhai:
Bimanual gesture keyboard. UIST 2012: 137-146 - [i11]Maryam Kamvar, Ciprian Chelba:
Optimal size, freshness and time-frame for voice search vocabulary. CoRR abs/1210.8436 (2012) - [i10]Ciprian Chelba, Dan Bikel, Maria Shugrina, Patrick Nguyen, Shankar Kumar:
Large Scale Language Modeling in Automatic Speech Recognition. CoRR abs/1210.8440 (2012) - 2010
- [c28]Ciprian Chelba, Thorsten Brants, Will Neveitt, Peng Xu:
Study on interaction between entropy pruning and kneser-ney smoothing. INTERSPEECH 2010: 2422-2425 - [c27]John DeNero, Shankar Kumar, Ciprian Chelba, Franz Josef Och:
Model Combination for Machine Translation. HLT-NAACL 2010: 975-983 - [c26]Ciprian Chelba, Johan Schalkwyk, Thorsten Brants, Vida Ha, Boulos Harb, Will Neveitt, Carolina Parada, Peng Xu:
Query language modeling for voice search. SLT 2010: 127-132
2000 – 2009
- 2009
- [c25]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: 4873-4876 - [c24]Boulos Harb, Ciprian Chelba, Jeffrey Dean, Sanjay Ghemawat:
Back-off language model compression. INTERSPEECH 2009: 352-355 - [e1]Ciprian Chelba, Paul B. Kantor, Brian Roark:
Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31 - June 5, 2009, Boulder, Colorado, USA, Tutorial Abstracts. The Association for Computational Linguistics 2009 [contents] - 2008
- [j5]Ciprian Chelba, Timothy J. Hazen, Murat Saraclar
:
Retrieval and browsing of spoken content. IEEE Signal Process. Mag. 25(3): 39-49 (2008) - 2007
- [j4]Ciprian Chelba, Jorge F. Silva
, Alex Acero:
Soft indexing of speech content for search in spoken documents. Comput. Speech Lang. 21(3): 458-478 (2007) - 2006
- [j3]Ciprian Chelba, Alex Acero:
Adaptation of maximum entropy capitalizer: Little data can help a lot. Comput. Speech Lang. 20(4): 382-399 (2006) - [c23]Jorge F. Silva, Ciprian Chelba, Alex Acero:
Pruning Analysis for the Position Specific Posterior Lattices for Spoken Document Search. ICASSP (1) 2006: 945-948 - [c22]Ciprian Chelba, Timothy J. Hazen:
Automatic Spoken Document Processing for Retrieval and Browsing. HLT-NAACL 2006 - [c21]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 - [c20]Jorge F. Silva, Ciprian Chelba, Alex Acero:
Integration of Metadata in spoken Document Search Using Position Specific Posterior latices. SLT 2006: 46-49 - 2005
- [c19]Ciprian Chelba, Alex Acero:
SPEECH OGLE: Indexing Uncertainty for Spoken Document Search. ACL 2005: 41-44 - [c18]Ciprian Chelba, Alex Acero:
Position Specific Posterior Lattices for Indexing Speech. ACL 2005: 443-450 - [c17]Ciprian Chelba, Alex Acero:
Indexing uncertainty for spoken document search. INTERSPEECH 2005: 61-64 - 2004
- [c16]Ciprian Chelba, Alex Acero:
Adaptation of Maximum Entropy Capitalizer: Little Data Can Help a Lo. EMNLP 2004: 285-292 - [c15]Jeremy G. Kahn, Mari Ostendorf, Ciprian Chelba:
Parsing Conversational Speech Using Enhanced Segmentation. HLT-NAACL (Short Papers) 2004 - 2003
- [c14]Ciprian Chelba, Milind Mahajan, Alex Acero:
Speech utterance classification. ICASSP (1) 2003: 280-283 - [c13]Ciprian Chelba, Alex Acero:
Discriminative training of n-gram classifiers for speech and text routing. INTERSPEECH 2003: 2777-2780 - 2002
- [j2]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): 605-619 (2002) - [c12]Peng Xu, Ciprian Chelba, Frederick Jelinek:
A Study on Richer Syntactic Dependencies for Structured Language Modeling. ACL 2002: 191-198 - [c11]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: 609-612 - [c10]Ciprian Chelba, Rachel Morton:
Mutual information phone clustering for decision tree induction. INTERSPEECH 2002: 1005-1008 - 2001
- [c9]Ciprian Chelba, Milind Mahajan:
Information Extraction Using the Structured Language Model. EMNLP 2001 - [c8]Ciprian Chelba:
Portability of syntactic structure for language modeling. ICASSP 2001: 1 - [c7]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: 9-12 - [i9]Ciprian Chelba:
Portability of Syntactic Structure for Language Modeling. CoRR cs.CL/0108022 (2001) - [i8]Ciprian Chelba, Milind Mahajan:
Information Extraction Using the Structured Language Model. CoRR cs.CL/0108023 (2001) - [i7]Ciprian Chelba, Peng Xu:
Richer Syntactic Dependencies for Structured Language Modeling. CoRR cs.CL/0110015 (2001) - 2000
- [j1]Ciprian Chelba, Frederick Jelinek:
Structured language modeling. Comput. Speech Lang. 14(4): 283-332 (2000) - [c6]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: 33-36 - [i6]Ciprian Chelba:
Exploiting Syntactic Structure for Natural Language Modeling. CoRR cs.CL/0001020 (2000) - [i5]Ciprian Chelba, Frederick Jelinek:
Refinement of a Structured Language Model. CoRR cs.CL/0001021 (2000) - [i4]Ciprian Chelba, Frederick Jelinek:
Recognition Performance of a Structured Language Model. CoRR cs.CL/0001022 (2000) - [i3]Ciprian Chelba, Frederick Jelinek:
Structured Language Modeling for Speech Recognition. CoRR cs.CL/0001023 (2000)
1990 – 1999
- 1999
- [c5]Ciprian Chelba, Frederick Jelinek:
Recognition performance of a structured language model. EUROSPEECH 1999 - [c4]Frederick Jelinek, Ciprian Chelba:
Putting language into language modeling. EUROSPEECH 1999 - 1998
- [c3]Ciprian Chelba, Frederick Jelinek:
Exploiting Syntactic Structure for Language Modeling. COLING-ACL 1998: 225-231 - [i2]Ciprian Chelba, Frederick Jelinek:
Expoiting Syntactic Structure for Language Modeling. CoRR cs.CL/9811022 (1998) - [i1]Ciprian Chelba:
A Structured Language Model. CoRR cs.CL/9811025 (1998) - 1997
- [c2]Ciprian Chelba:
A Structured Language Model. ACL 1997: 498-500 - [c1]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: 2775-2778
Coauthor Index

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