Yih-Ru Wang

Also published as: Yih-ru Wang


2019

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國語語音辨識系統中之人名語言模型(The Personal Name Modeling in Mandarin ASR System)
Hong-Bin Liang | Yih-Ru Wang
Proceedings of the 31st Conference on Computational Linguistics and Speech Processing (ROCLING 2019)

2018

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使用長短期記憶類神經網路建構中文語音辨識器之研究 (A Study on Mandarin Speech Recognition using Long Short- Term Memory Neural Network)
Chien-hung Lai | Yih-Ru Wang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 23, Number 2, December 2018

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以深層類神經網路標記中文階層式多標籤語意概念 (Hierarchical Multi-Label Chinese Word Semantic Labeling using Deep Neural Network)
Wei-Chieh Chou | Yih-Ru Wang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 23, Number 2, December 2018

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繁體中文依存句法剖析器 (Traditional Chinese Dependency Parser) [In Chinese]
Yen-Hsuan Lee | Yih-Ru Wang
Proceedings of the 30th Conference on Computational Linguistics and Speech Processing (ROCLING 2018)

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使用長短期記憶類神經網路建構中文語音辨識器之研究 (A study on Mandarin speech recognition using Long Short-Term Memory neural network) [In Chinese]
Chien-hung Lai | Yih-Ru Wang
Proceedings of the 30th Conference on Computational Linguistics and Speech Processing (ROCLING 2018)

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以深層類神經網路標記中文階層式多標籤語意概念 (Hierarchical Multi-Label Chinese Word Semantic Labeling using Deep Neural Network ) [In Chinese]
Wei-Chieh Chou | Yih-Ru Wang
Proceedings of the 30th Conference on Computational Linguistics and Speech Processing (ROCLING 2018)

2017

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NCTU-NTUT at IJCNLP-2017 Task 2: Deep Phrase Embedding using bi-LSTMs for Valence-Arousal Ratings Prediction of Chinese Phrases
Yen-Hsuan Lee | Han-Yun Yeh | Yih-Ru Wang | Yuan-Fu Liao
Proceedings of the IJCNLP 2017, Shared Tasks

In this paper, a deep phrase embedding approach using bi-directional long short-term memory (Bi-LSTM) is proposed to predict the valence-arousal ratings of Chinese words and phrases. It adopts a Chinese word segmentation frontend, a local order-aware word, a global phrase embedding representations and a deep regression neural network (DRNN) model. The performance of the proposed method was benchmarked by the IJCNLP 2017 shared task 2. According the official evaluation results, our best system achieved mean rank 6.5 among all 24 submissions.

2016

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Word Order Sensitive Embedding Features/Conditional Random Field-based Chinese Grammatical Error Detection
Wei-Chieh Chou | Chin-Kui Lin | Yuan-Fu Liao | Yih-Ru Wang
Proceedings of the 3rd Workshop on Natural Language Processing Techniques for Educational Applications (NLPTEA2016)

This paper discusses how to adapt two new word embedding features to build a more efficient Chinese Grammatical Error Diagnosis (CGED) systems to assist Chinese foreign learners (CFLs) in improving their written essays. The major idea is to apply word order sensitive Word2Vec approaches including (1) structured skip-gram and (2) continuous window (CWindow) models, because they are more suitable for solving syntax-based problems. The proposed new features were evaluated on the Test of Chinese as a Foreign Language (TOCFL) learner database provided by NLP-TEA-3&CGED shared task. Experimental results showed that the new features did work better than the traditional word order insensitive Word2Vec approaches. Moreover, according to the official evaluation results, our system achieved the lowest (0.1362) false positive (FA) and the highest precision rates in all three measurements.

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基於字元階層之語音合成用文脈訊息擷取(Character-Level Linguistic Features Extraction for Text-to-Speech System) [In Chinese]
Kuan-Hung Chen | Shu-Han Liao | Yuan-Fu Liao | Yih-Ru Wang
Proceedings of the 28th Conference on Computational Linguistics and Speech Processing (ROCLING 2016)

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基於字元階層之語音合成用文脈訊息擷取 (Character-Level Linguistic Features Extraction for Text-to-Speech System) [In Chinese]
Kuan-Hung Chen | Shu-Han Liao | Yuan-Fu Liao | Yih-Ru Wang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 21, Number 2, December 2016

2015

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Word Vector/Conditional Random Field-based Chinese Spelling Error Detection for SIGHAN-2015 Evaluation
Yih-Ru Wang | Yuan-Fu Liao
Proceedings of the Eighth SIGHAN Workshop on Chinese Language Processing

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International Journal of Computational Linguistics & Chinese Language Processing, Volume 20, Number 2, December 2015 - Special Issue on Selected Papers from ROCLING XXVII
Hung-Yu Kao | Yih-Ru Wang | Jen-Tzong Chien
International Journal of Computational Linguistics & Chinese Language Processing, Volume 20, Number 2, December 2015 - Special Issue on Selected Papers from ROCLING XXVII

2014

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NCTU and NTUT’s Entry to CLP-2014 Chinese Spelling Check Evaluation
Yih-Ru Wang | Yuan-Fu Liao
Proceedings of The Third CIPS-SIGHAN Joint Conference on Chinese Language Processing

2013

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Conditional Random Field-based Parser and Language Model for Tradi-tional Chinese Spelling Checker
Yih-Ru Wang | Yuan-Fu Liao | Yeh-Kuang Wu | Liang-Chun Chang
Proceedings of the Seventh SIGHAN Workshop on Chinese Language Processing

2012

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A Conditional Random Field-based Traditional Chinese Base Phrase Parser for SIGHAN Bake-off 2012 Evaluation
Yih-Ru Wang | Yuan-Fu Liao
Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing

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可變速中文文字轉語音系統 (Variable Speech Rate Mandarin Chinese Text-to-Speech System) [In Chinese]
Chen-Yu Chiang | Qi-Quan Huang | Yih-Ru Wang | Hsiu-Min Yu | Sin-Horng Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 17, Number 1, March 2012

2010

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可變速中文文字轉語音系統 (Variable Speech Rate Mandarin Chinese Text-to-Speech System) [In Chinese]
Qi-Quan Huang | Chen-Yu Chiang | Yih-Ru Wang | Hsiu-Min Yu | Sin-Horng Chen
Proceedings of the 22nd Conference on Computational Linguistics and Speech Processing (ROCLING 2010)

2009

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高解析度之國語類音素單元端點自動標示 (Sample-based Phone-like Unit Automatic Labeling in Mandarin Speech) [In Chinese]
You-Yu Lin | Yih-Ru Wang
Proceedings of the 21st Conference on Computational Linguistics and Speech Processing

2007

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中文單詞之韻律模式研究 (A Study on Prosodic Modeling for Isolated Mandarin Words) [In Chinese]
Chi-Feng Chen | Chen-Yu Chiang | Yih-Ru Wang | Sin-Horng Chen
ROCLING 2007 Poster Papers

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Some Studies on Min-Nan Speech Processing
Wei-Chih Kuo | Chen-Chung Ho | Xiang-Rui Zhong | Zhen-Feng Liang | Hsiu-Min Yu | Yih-Ru Wang | Sin-Horng Chen
International Journal of Computational Linguistics & Chinese Language Processing, Volume 12, Number 4, December 2007: Special Issue on Speech and Language Processing for Taiwanese Minnan, Hakka, and Mandarin

2006

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Proceedings of the 18th Conference on Computational Linguistics and Speech Processing
Yih-Ru Wang | Zaho-Ming Gao
Proceedings of the 18th Conference on Computational Linguistics and Speech Processing

2005

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國語廣播新聞語料轉述系統之效能評估 (Evaluation of Mandarin Broadcast News Transcription System) [In Chinese]
Lung-Hsun Chang | Yih-ru Wang | Sin-Horng Chen
Proceedings of the 17th Conference on Computational Linguistics and Speech Processing

1996

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A Mandarin Text-to-Speech System
Sin-Horng Chen | Shaw-Hwa Hwang | Yih-Ru Wang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 1, Number 1, August 1996