Chilin Shih


2018

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A Hybrid Approach Combining Statistical Knowledge with Conditional Random Fields for Chinese Grammatical Error Detection
Yiyi Wang | Chilin Shih
Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications

This paper presents a method of combining Conditional Random Fields (CRFs) model with a post-processing layer using Google n-grams statistical information tailored to detect word selection and word order errors made by learners of Chinese as Foreign Language (CFL). We describe the architecture of the model and its performance in the shared task of the ACL 2018 Workshop on Natural Language Processing Techniques for Educational Applications (NLPTEA). This hybrid approach yields comparably high false positive rate (FPR = 0.1274) and precision (Pd= 0.7519; Pi= 0.6311), but low recall (Rd = 0.3035; Ri = 0.1696 ) in grammatical error detection and identification tasks. Additional statistical information and linguistic rules can be added to enhance the model performance in the future.

2004

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Speech Recognition Models of the Interdependence Among Syntax, Prosody, and Segmental Acoustics
Mark Hasegawa-Johnson | Jennifer Cole | Chilin Shih | Ken Chen | Aaron Cohen | Sandra Chavarria | Heejin Kim | Taejin Yoon | Sarah Borys | Jeung-Yoon Choi
Proceedings of the HLT-NAACL 2004 Workshop on Spoken Language Understanding for Conversational Systems and Higher Level Linguistic Information for Speech Processing

2003

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Summarization of Noisy Documents: A Pilot Study
Hongyan Jing | Daniel Lopresti | Chilin Shih
Proceedings of the HLT-NAACL 03 Text Summarization Workshop

2001

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Book Reviews: Prosody: Theory and Experiment. Studies presented to Gosta Bruce
Chilin Shih | Richard Sproat
Computational Linguistics, Volume 27, Number 3, September 2001

1996

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Issues in Text-to-Speech Conversion for Mandarin
Chilin Shih | Richard Sproat
International Journal of Computational Linguistics & Chinese Language Processing, Volume 1, Number 1, August 1996

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A Stochastic Finite-State Word-Segmentation Algorithm for Chinese
Richard W. Sproat | Chilin Shih | William Gale | Nancy Chang
Computational Linguistics, Volume 22, Number 3, September 1996

1994

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A Stochastic Finite-State Word-Segmentation Algorithm for Chinese
Richard Sproat | Chilin Shih | William Gale | Nancy Chang
32nd Annual Meeting of the Association for Computational Linguistics