Fu-Chun Peng

Most-cited papers

Chinese Segmentation and New Word Detection using Conditional Random Fields
Fu-Chun Peng, F. Feng, Andrew Mccallum
2004International Conference on Computational Linguistics523 citations Open access
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N-GRAM-BASED AUTHOR PROFILES FOR AUTHORSHIP ATTRIBUTION
Vlado Ke, Fu-Chun Peng, N. Cercone, Calvin Thomas
2003523 citations
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Accurate Information Extraction from Research Papers using Conditional Random Fields
Fu-Chun Peng, Andrew Mccallum
2004North American Chapter of the Association for Computational Linguistics339 citations
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Augmenting Naive Bayes Classifiers with Statistical Language Models
Fu-Chun Peng, Dale Schuurmans, Shaojun Wang
2004Information retrieval (Boston)295 citations Open access
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Information extraction from research papers using conditional random fields
Fu-Chun Peng, Andrew Mccallum
2006Information Processing & Management268 citations
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Event threading within news topics
Ramesh Nallapati, Ao Feng, Fu-Chun Peng, James Allan
2004International Conference on Information and Knowledge Management260 citations Open access
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Grapheme-to-phoneme conversion using Long Short-Term Memory recurrent neural networks
K. Rao, Fu-Chun Peng, Hasim Sak, F. Beaufays
2015IEEE International Conference on Acoustics, Speech, and Signal Processing205 citations
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Combining Naive Bayes and n-Gram Language Models for Text Classification
Fu-Chun Peng, Dale Schuurmans
2003European Conference on Information Retrieval198 citations
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Unsupervised query segmentation using generative language models and wikipedia
Bin Tan, Fu-Chun Peng
2008The Web Conference173 citations
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Improving search relevance for implicitly temporal queries
Donald Metzler, R. Jones, Fu-Chun Peng, Rui-Qiang Zhang
2009Annual International ACM SIGIR Conference on Research and Development in Information Retrieval156 citations
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An Integrated, Conditional Model of Information Extraction and Coreference with Appli
Ben Wellner, Andrew Mccallum, Fu-Chun Peng, Michael Hay
2004Conference on Uncertainty in Artificial Intelligence143 citations
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Web Scraping
Serguei Mankovskii, M. van Steen, M. Garofalakis, A. Fekete +52 more
2009Encyclopedia of Database Systems139 citations
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Language Independent Authorship Attribution with Character Level N-Grams
Fu-Chun Peng, Dale Schuurmans, Shaojun Wang, Vlado Keselj
2003Conference of the European Chapter of the Association for Computational Linguistics133 citations Open access
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Context sensitive stemming for web search
Fu-Chun Peng, Nawaaz Ahmed, Xin Li, Yumao Lu
2007Annual International ACM SIGIR Conference on Research and Development in Information Retrieval118 citations
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Language and Task Independent Text Categorization with Simple Language Models
Fu-Chun Peng, Dale Schuurmans, Shaojun Wang
2003North American Chapter of the Association for Computational Linguistics87 citations Open access
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Chinese Named Entity Recognition with Conditional Probabilistic Models
Ai-Tao Chen, Fu-Chun Peng, R. Shan, Gordon Sun
2006SIGHAN@COLING/ACL86 citations
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Applying Machine Learning to Text Segmentation for Information Retrieval
Xiang-Ji Huang, Fu-Chun Peng, Dale Schuurmans, N. Cercone +1 more
2003Information retrieval (Boston)84 citations
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Dynamic Web log session identification with statistical language models
Xiang-Ji Huang, Fu-Chun Peng, Aijun An, Dale Schuurmans
2004J. Assoc. Inf. Sci. Technol.74 citations
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Self-Supervised Chinese Word Segmentation
Fu-Chun Peng, Dale Schuurmans
2001International Symposium on Intelligent Data Analysis73 citations
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Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models
Tian-Xing He, Jun Liu, Kyunghyun Cho, Myle Ott +3 more
2021Conference of the European Chapter of the Association for Computational Linguistics62 citations Open access
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Text Classification in Asian Languages without Word Segmentation
Fu-Chun Peng, Xiang-Ji Huang, Dale Schuurmans, Shaojun Wang
2003Information Retrieval with Asian Languages53 citations Open access
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Towards measuring fairness in speech recognition: Fair-Speech dataset
Irina-Elena Veliche, Zhuang-Qun Huang, Vineeth Ayyat Kochaniyan, Fu-Chun Peng +2 more
2024Interspeech44 citations Open access
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Web Content Mining
Serguei Mankovskii, M. van Steen, M. Garofalakis, A. Fekete +52 more
2009Encyclopedia of Database Systems43 citations
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Context sensitive synonym discovery for web search queries
Xing Wei, Fu-Chun Peng, Huihsin Tseng, Yumao Lu +1 more
2009International Conference on Information and Knowledge Management38 citations
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Investigating the Relationship between Word Segmentation Performance and Retrieval Performance in Chinese IR
Fu-Chun Peng, Xiang-Ji Huang, Dale Schuurmans, N. Cercone
2002International Conference on Computational Linguistics35 citations Open access
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An Empirical Study of Transformer-Based Neural Language Model Adaptation
Ke Li, Zhe Liu, Tian-Xing He, Hongzhao Huang +3 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing32 citations
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Model-Based Approach for Measuring the Fairness in ASR
Zhe Liu, Irina-Elena Veliche, Fu-Chun Peng
2021IEEE International Conference on Acoustics, Speech, and Signal Processing29 citations
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A Hierarchical EM Approach to Word Segmentation
Fu-Chun Peng, Dale Schuurmans
2001Natural Language Processing Pacific Rim Symposium29 citations
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An Empirical Study of Efficient ASR Rescoring with Transformers
Hongzhao Huang, Fu-Chun Peng
2019arXiv.org25 citations
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Search results based N-best hypothesis rescoring with maximum entropy classification
Fu-Chun Peng, Scott Roy, B. Shahshahani, F. Beaufays
20132013 IEEE Workshop on Automatic Speech Recognition and Understanding24 citations
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Learning Personalized Pronunciations for Contact Name Recognition
A. Bruguier, Fu-Chun Peng, F. Beaufays
2016Interspeech22 citations
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Analyzing web text association to disambiguate abbreviation in queries
Xing Wei, Fu-Chun Peng, Benoît Dumoulin
2008Annual International ACM SIGIR Conference on Research and Development in Information Retrieval22 citations
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Benchmarking LF-MMI, CTC And RNN-T Criteria For Streaming ASR
Xiaohui Zhang, Frank Zhang, Chunxi Liu, Kjell Schubert +7 more
2020Spoken Language Technology Workshop21 citations
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Coupling feature selection and machine learning methods for navigational query identification
Yumao Lu, Fu-Chun Peng, Xin Li, Nawaaz Ahmed
2006International Conference on Information and Knowledge Management21 citations
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Combining Statistical Language Models via the Latent Maximum Entropy Principle
Shaojun Wang, Dale Schuurmans, Fu-Chun Peng, Yun-Xin Zhao
2005Machine-mediated learning21 citations Open access
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Pronunciation learning for named-entities through crowd-sourcing
A. Rutherford, Fu-Chun Peng, F. Beaufays
2014Interspeech19 citations
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Combining Deep Linguistics Analysis and Surface Pattern Learning: A Hybrid Approach to Chinese Definitional Question Answering
Fu-Chun Peng, R. Weischedel, A. Licuanan, Jin-Xi Xu
2005Human Language Technology - The Baltic Perspectiv19 citations Open access
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Personalize web search results with user's location
Yumao Lu, Fu-Chun Peng, Xing Wei, Benoît Dumoulin
2010Annual International ACM SIGIR Conference on Research and Development in Information Retrieval18 citations
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Semantic n-gram language modeling with the latent maximum entropy principle
Shaojun Wang, Dale Schuurmans, Fu-Chun Peng, Yun-Xin Zhao
2003IEEE International Conference on Acoustics, Speech, and Signal Processing18 citations Open access
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Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models
Tian-Xing He, Jun Liu, Kyunghyun Cho, Myle Ott +3 more
201916 citations
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Language Independent Authorship Attribution with Character Level N-Grams
Fu-Chun Peng, Dale Schuurmans, Vlado Keselj, Shaojun Wang
2003Conference of the European Chapter of the Association for Computational Linguistics16 citations
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On Lattice-Free Boosted MMI Training of HMM and CTC-Based Full-Context ASR Models
Xiaohui Zhang, Vimal Manohar, David Zhang, Frank Zhang +6 more
2021Automatic Speech Recognition & Understanding15 citations Open access
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Machine learning for Asian language text classification
Fu-Chun Peng, Xiang-Ji Huang
2007J. Documentation14 citations
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Using self-supervised word segmentation in Chinese information retrieval
Fu-Chun Peng, Xiang-Ji Huang, Dale Schuurmans, N. Cercone +1 more
2002Annual International ACM SIGIR Conference on Research and Development in Information Retrieval14 citations
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Improving Web Search Relevance with Semantic Features
Yumao Lu, Fu-Chun Peng, G. Mishne, Xing Wei +1 more
2009Conference on Empirical Methods in Natural Language Processing13 citations Open access
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N-GRAM-BASED AUTHOR PROFILES FOR
Vlado Keselj, Fu-Chun Peng, N. Cercone, Calvin Thomas
200313 citations
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Learning mixture models with the regularized latent maximum entropy principle
Shaojun Wang, Dale Schuurmans, Fu-Chun Peng, Yun-Xin Zhao
2004IEEE Transactions on Neural Networks12 citations Open access
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Search with Synonyms: Problems and Solutions
Xing Wei, Fu-Chun Peng, Huihsin Tseng, Yumao Lu +2 more
2010International Conference on Computational Linguistics11 citations
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Fix it where it fails: Pronunciation learning by mining error corrections from speech logs
Zhenzhen Kou, Daisy Stanton, Fu-Chun Peng, F. Beaufays +1 more
2015IEEE International Conference on Acoustics, Speech, and Signal Processing10 citations
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Improving N-gram Language Models with Pre-trained Deep Transformer
Yi-Ren Wang, Hongzhao Huang, Zhe Liu, Yutong Pang +3 more
2019arXiv.org9 citations
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