Fuchun Peng

According to our database, Fuchun Peng authored at least 64 papers between 2001 and 2024.

Collaborative distances:

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

2024

Towards measuring fairness in speech recognition: Fair-Speech dataset.

Irina-Elena Veliche, Zhuangqun Huang, Vineeth Ayyat Kochaniyan, Fuchun Peng, Ozlem Kalinli, Michael L. Seltzer

CoRR, 2024

2023

Modeling Dependent Structure for Utterances in ASR Evaluation.

Zhe Liu, Fuchun Peng

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Mitigating Unintended Memorization in Language Models Via Alternating Teaching.

Zhe Liu, Xuedong Zhang, Fuchun Peng

Proceedings of the IEEE International Conference on Acoustics, 2023

Group Personalized Federated Learning.

Zhe Liu, Yue Hui, Fuchun Peng

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Model-Based Approach for Measuring the Fairness in ASR.

Zhe Liu, Irina-Elena Veliche, Fuchun Peng

Proceedings of the IEEE International Conference on Acoustics, 2022

Neural-FST Class Language Model for End-to-End Speech Recognition.

Antoine Bruguier, Duc Le, Rohit Prabhavalkar, Dangna Li, Zhe Liu, Bo Wang, Eun Chang, Fuchun Peng, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Private Language Model Adaptation for Speech Recognition.

Zhe Liu, Ke Li, Shreyan Bakshi, Fuchun Peng

CoRR, 2021

Benchmarking LF-MMI, CTC And RNN-T Criteria For Streaming ASR.

Xiaohui Zhang, Frank Zhang, Chunxi Liu, Kjell Schubert, Julian Chan, Pradyot Prakash, Jun Liu, Ching-Feng Yeh, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Federated Marginal Personalization for ASR Rescoring.

Zhe Liu, Fuchun Peng

Proceedings of the IEEE International Conference on Acoustics, 2021

Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models.

Tianxing He, Jun Liu, Kyunghyun Cho, Myle Ott, Bing Liu, James R. Glass, Fuchun Peng

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

On Lattice-Free Boosted MMI Training of HMM and CTC-Based Full-Context ASR Models.

Xiaohui Zhang, Vimal Manohar, David Zhang, Frank Zhang, Yangyang Shi, Nayan Singhal, Julian Chan, Fuchun Peng, Yatharth Saraf, Mike Seltzer

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Statistical Testing on ASR Performance via Blockwise Bootstrap.

Zhe Liu, Fuchun Peng

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Training ASR Models By Generation of Contextual Information.

Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An Empirical Study of Transformer-Based Neural Language Model Adaptation.

Ke Li, Zhe Liu, Tianxing He, Hongzhao Huang, Fuchun Peng, Daniel Povey, Sanjeev Khudanpur

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Improving N-gram Language Models with Pre-trained Deep Transformer.

Yiren Wang, Hongzhao Huang, Zhe Liu, Yutong Pang, Yongqiang Wang, ChengXiang Zhai, Fuchun Peng

CoRR, 2019

An Empirical Study of Efficient ASR Rescoring with Transformers.

Hongzhao Huang, Fuchun Peng

CoRR, 2019

Efficient Dynamic WFST Decoding for Personalized Language Models.

Jun Liu, Jiedan Zhu, Vishal Kathuria, Fuchun Peng

CoRR, 2019

Mix-review: Alleviate Forgetting in the Pretrain-Finetune Framework for Neural Language Generation Models.

Tianxing He, Jun Liu, Kyunghyun Cho, Myle Ott, Bing Liu, James R. Glass, Fuchun Peng

CoRR, 2019

2018

Web Search Query Rewriting.

Rosie Jones, Fuchun Peng

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

2016

Learning Personalized Pronunciations for Contact Name Recognition.

Antoine Bruguier, Fuchun Peng, Françoise Beaufays

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Grapheme-to-phoneme conversion using Long Short-Term Memory recurrent neural networks.

Kanishka Rao, Fuchun Peng, Hasim Sak, Françoise Beaufays

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Automatic pronunciation verification for speech recognition.

Kanishka Rao, Fuchun Peng, Françoise Beaufays

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Fix it where it fails: Pronunciation learning by mining error corrections from speech logs.

Zhenzhen Kou, Daisy Stanton, Fuchun Peng, Françoise Beaufays, Trevor Strohman

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Pronunciation learning for named-entities through crowd-sourcing.

Attapol T. Rutherford, Fuchun Peng, Françoise Beaufays

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

2013

Search results based N-best hypothesis rescoring with maximum entropy classification.

Fuchun Peng, Scott Roy, Ben Shahshahani, Françoise Beaufays

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

An Integrated, Conditional Model of Information Extraction and Coreference with Applications to Citation Matching

Ben Wellner, Andrew McCallum, Fuchun Peng, Michael Hay

CoRR, 2012

2010

Personalize web search results with user's location.

Yumao Lu, Fuchun Peng, Xing Wei, Benoît Dumoulin

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Search with Synonyms: Problems and Solutions.

Xing Wei, Fuchun Peng, Huihsin Tseng, Yumao Lu, Xuerui Wang, Benoît Dumoulin

Proceedings of the COLING 2010, 2010

2009

Web Search Query Rewriting.

Rosie Jones, Fuchun Peng

Proceedings of the Encyclopedia of Database Systems, 2009

Improving search relevance for implicitly temporal queries.

Donald Metzler, Rosie Jones, Fuchun Peng, Ruiqiang Zhang

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Improving Web Search Relevance with Semantic Features.

Yumao Lu, Fuchun Peng, Gilad Mishne, Xing Wei, Benoît Dumoulin

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Context sensitive synonym discovery for web search queries.

Xing Wei, Fuchun Peng, Huihsin Tseng, Yumao Lu, Benoît Dumoulin

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Unsupervised query segmentation using generative language models and wikipedia.

Bin Tan, Fuchun Peng

Proceedings of the 17th International Conference on World Wide Web, 2008

Analyzing web text association to disambiguate abbreviation in queries.

Xing Wei, Fuchun Peng, Benoît Dumoulin

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

2007

Machine learning for Asian language text classification.

Fuchun Peng, Xiangji Huang

J. Documentation, 2007

Context sensitive stemming for web search.

Fuchun Peng, Nawaaz Ahmed, Xin Li, Yumao Lu

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

2006

Information extraction from research papers using conditional random fields.

Fuchun Peng, Andrew McCallum

Inf. Process. Manag., 2006

Coupling feature selection and machine learning methods for navigational query identification.

Yumao Lu, Fuchun Peng, Xin Li, Nawaaz Ahmed

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Chinese Named Entity Recognition with Conditional Probabilistic Models.

Aitao Chen, Fuchun Peng, Roy Shan, Gordon Sun

Proceedings of the Fifth Workshop on Chinese Language Processing, 2006

2005

Combining Statistical Language Models via the Latent Maximum Entropy Principle.

Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao

Mach. Learn., 2005

Combining Deep Linguistics Analysis and Surface Pattern Learning: A Hybrid Approach to Chinese Definitional Question Answering.

Fuchun Peng, Ralph M. Weischedel, Ana Licuanan, Jinxi Xu

Proceedings of the HLT/EMNLP 2005, 2005

2004

Learning mixture models with the regularized latent maximum entropy principle.

Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao

IEEE Trans. Neural Networks, 2004

Dynamic Web log session identification with statistical language models.

Xiangji Huang, Fuchun Peng, Aijun An, Dale Schuurmans

J. Assoc. Inf. Sci. Technol., 2004

Augmenting Naive Bayes Classifiers with Statistical Language Models.

Fuchun Peng, Dale Schuurmans, Shaojun Wang

Inf. Retr., 2004

An Integrated, Conditional Model of Information Extraction and Coreference with Appli.

Ben Wellner, Andrew McCallum, Fuchun Peng, Michael Hay

Proceedings of the UAI '04, 2004

Accurate Information Extraction from Research Papers using Conditional Random Fields.

Fuchun Peng, Andrew McCallum

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2004

Chinese Segmentation and New Word Detection using Conditional Random Fields.

Fuchun Peng, Fangfang Feng, Andrew McCallum

Proceedings of the COLING 2004, 2004

Event threading within news topics.

Ramesh Nallapati, Ao Feng, Fuchun Peng, James Allan

Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2003

Applying Machine Learning to Text Segmentation for Information Retrieval.

Xiangji Huang, Fuchun Peng, Dale Schuurmans, Nick Cercone, Stephen E. Robertson

Inf. Retr., 2003

Boltzmann Machine Learning with the Latent Maximum Entropy Principle.

Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao

Proceedings of the UAI '03, 2003

Language and Task Independent Text Categorization with Simple Language Models.

Fuchun Peng, Dale Schuurmans, Shaojun Wang

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

Text classification in Asian languages without word segmentation.

Fuchun Peng, Xiangji Huang, Dale Schuurmans, Shaojun Wang

Proceedings of the Sixth International Workshop on Information Retrieval with Asian Languages, 2003

Learning Mixture Models with the Latent Maximum Entropy Principle.

Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao

Proceedings of the Machine Learning, 2003

Semantic n-gram language modeling with the latent maximum entropy principle.

Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Combining Naive Bayes and n-Gram Language Models for Text Classification.

Fuchun Peng, Dale Schuurmans

Proceedings of the Advances in Information Retrieval, 2003

Language Independent Authorship Attribution with Character Level N-Grams.

Fuchun Peng, Dale Schuurmans, Vlado Keselj, Shaojun Wang

Proceedings of the EACL 2003, 2003

Latent Maximum Entropy Approach for Semantic N-gram Language Modeling.

Shaojun Wang, Dale Schuurmans, Fuchun Peng

Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003

Session Boundary Detection for Association Rule Learning Using n-Gram Language Models.

Xiangji Huang, Fuchun Peng, Aijun An, Dale Schuurmans, Nick Cercone

Proceedings of the Advances in Artificial Intelligence, 2003

2002

Using self-supervised word segmentation in Chinese information retrieval.

Fuchun Peng, Xiangji Huang, Dale Schuurmans, Nick Cercone, Stephen E. Robertson

Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

Waterloo at NTCIR-3: Using Self-supervised Word Segmentation.

Xiangji Huang, Fuchun Peng, Dale Schuurmans, Nick Cercone

Proceedings of the Third NTCIR Workshop on Research in Information Retrieval, 2002

Investigating the Relationship between Word Segmentation Performance and Retrieval Performance in Chinese IR.

Fuchun Peng, Xiangji Huang, Dale Schuurmans, Nick Cercone

Proceedings of the 19th International Conference on Computational Linguistics, 2002

2001

A Hierarchical EM Approach to Word Segmentation.

Fuchun Peng, Dale Schuurmans

Proceedings of the Sixth Natural Language Processing Pacific Rim Symposium, 2001

A Simple Closed-Class/Open-Class Factorization for Improved Language Modeling.

Fuchun Peng, Dale Schuurmans

Proceedings of the Sixth Natural Language Processing Pacific Rim Symposium, 2001

Self-Supervised Chinese Word Segmentation.

Fuchun Peng, Dale Schuurmans

Proceedings of the Advances in Intelligent Data Analysis, 4th International Conference, 2001