Jason S. Chang

Also published as: Jason Chang, Jason J. S. Chang, Jason J.S. Chang, Jason J. Chang


2020

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LinggleWrite: a Coaching System for Essay Writing
Chung-Ting Tsai | Jhih-Jie Chen | Ching-Yu Yang | Jason S. Chang
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations

This paper presents LinggleWrite, a writing coach that provides writing suggestions, assesses writing proficiency levels, detects grammatical errors, and offers corrective feedback in response to user’s essay. The method involves extracting grammar patterns, training models for automated essay scoring (AES) and grammatical error detection (GED), and finally retrieving plausible corrections from a n-gram search engine. Experiments on public test sets indicate that both AES and GED models achieve state-of-the-art performance. These results show that LinggleWrite is potentially useful in helping learners improve their writing skills.

2019

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TellMeWhy: Learning to Explain Corrective Feedback for Second Language Learners
Yi-Huei Lai | Jason Chang
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations

We present a writing prototype feedback system, TellMeWhy, to provide explanations of errors in submitted essays. In our approach, the sentence with corrections is analyzed to identify error types and problem words, aimed at customizing explanations based on the context of the error. The method involves learning the relation of errors and problem words, generating common feedback patterns, and extracting grammar patterns, collocations and example sentences. At run-time, a sentence with corrections is classified, and the problem word and template are identified to provide detailed explanations. Preliminary evaluation shows that the method has potential to improve existing commercial writing services.

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Level-Up: Learning to Improve Proficiency Level of Essays
Wen-Bin Han | Jhih-Jie Chen | Chingyu Yang | Jason Chang
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations

We introduce a method for generating suggestions on a given sentence for improving the proficiency level. In our approach, the sentence is transformed into a sequence of grammatical elements aimed at providing suggestions of more advanced grammar elements based on originals. The method involves parsing the sentence, identifying grammatical elements, and ranking related elements to recommend a higher level of grammatical element. We present a prototype tutoring system, Level-Up, that applies the method to English learners’ essays in order to assist them in writing and reading. Evaluation on a set of essays shows that our method does assist user in writing.

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Learning to Link Grammar and Encyclopedic Information of Assist ESL Learners
Jhih-Jie Chen | Chingyu Yang | Peichen Ho | Ming Chiao Tsai | Chia-Fang Ho | Kai-Wen Tuan | Chung-Ting Tsai | Wen-Bin Han | Jason Chang
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations

We introduce a system aimed at improving and expanding second language learners’ English vocabulary. In addition to word definitions, we provide rich lexical information such as collocations and grammar patterns for target words. We present Linggle Booster that takes an article, identifies target vocabulary, provides lexical information, and generates a quiz on target words. Linggle Booster also links named-entity to corresponding Wikipedia pages. Evaluation on a set of target words shows that the method have reasonably good performance in terms of generating useful and information for learning vocabulary.

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Learning to Respond to Mixed-code Queries using Bilingual Word Embeddings
Chia-Fang Ho | Jason Chang | Jhih-Jie Chen | Chingyu Yang
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (Demonstrations)

We present a method for learning bilingual word embeddings in order to support second language (L2) learners in finding recurring phrases and example sentences that match mixed-code queries (e.g., “接 受 sentence”) composed of words in both target language and native language (L1). In our approach, mixed-code queries are transformed into target language queries aimed at maximizing the probability of retrieving relevant target language phrases and sentences. The method involves converting a given parallel corpus into mixed-code data, generating word embeddings from mixed-code data, and expanding queries in target languages based on bilingual word embeddings. We present a prototype search engine, x.Linggle, that applies the method to a linguistic search engine for a parallel corpus. Preliminary evaluation on a list of common word-translation shows that the method performs reasonablly well.

2018

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Cool English: a Grammatical Error Correction System Based on Large Learner Corpora
Yu-Chun Lo | Jhih-Jie Chen | Chingyu Yang | Jason Chang
Proceedings of the 27th International Conference on Computational Linguistics: System Demonstrations

This paper presents a grammatical error correction (GEC) system that provides corrective feedback for essays. We apply the sequence-to-sequence model, which is frequently used in machine translation and text summarization, to this GEC task. The model is trained by EF-Cambridge Open Language Database (EFCAMDAT), a large learner corpus annotated with grammatical errors and corrections. Evaluation shows that our system achieves competitive performance on a number of publicly available testsets.

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LanguageNet: Learning to Find Sense Relevant Example Sentences
Shang-Chien Cheng | Jhih-Jie Chen | Chingyu Yang | Jason Chang
Proceedings of the 27th International Conference on Computational Linguistics: System Demonstrations

In this paper, we present a system, LanguageNet, which can help second language learners to search for different meanings and usages of a word. We disambiguate word senses based on the pairs of an English word and its corresponding Chinese translations in a parallel corpus, UM-Corpus. The process involved performing word alignment, learning vector space representations of words and training a classifier to distinguish words into groups of senses. LanguageNet directly shows the definition of a sense, bilingual synonyms and sense relevant examples.

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節能知識問答機器人 (Energy Saving Knowledge Chatbot) [In Chinese]
Jhih-Jie Chen | Shih-Ying Chang | Tsu-Jin Chiu | Ming-Chiao Tsai | Jason S. Chang
Proceedings of the 30th Conference on Computational Linguistics and Speech Processing (ROCLING 2018)

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Chinese Spelling Check based on Neural Machine Translation
Chiao-Wen Li | Jhih-Jie Chen | Jason Chang
Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation

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SmartWrite: Extracting Chinese Lexical Grammar Patterns Using Dependency Parsing
Cheng-Cyuan Peng | Ching-Yu Yang | Jhih-Jie Chen | Jason Chang
Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation

2017

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Verb Replacer: An English Verb Error Correction System
Yu-Hsuan Wu | Jhih-Jie Chen | Jason Chang
Proceedings of the IJCNLP 2017, System Demonstrations

According to the analysis of Cambridge Learner Corpus, using a wrong verb is the most common type of grammatical errors. This paper describes Verb Replacer, a system for detecting and correcting potential verb errors in a given sentence. In our approach, alternative verbs are considered to replace the verb based on an error-annotated corpus and verb-object collocations. The method involves applying regression on channel models, parsing the sentence, identifying the verbs, retrieving a small set of alternative verbs, and evaluating each alternative. Our method combines and improves channel and language models, resulting in high recall of detecting and correcting verb misuse.

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Learning Synchronous Grammar Patterns for Assisted Writing for Second Language Learners
Chi-En Wu | Jhih-Jie Chen | Jim Chang | Jason Chang
Proceedings of the IJCNLP 2017, System Demonstrations

In this paper, we present a method for extracting Synchronous Grammar Patterns (SGPs) from a given parallel corpus in order to assisted second language learners in writing. A grammar pattern consists of a head word (verb, noun, or adjective) and its syntactic environment. A synchronous grammar pattern describes a grammar pattern in the target language (e.g., English) and its counterpart in an other language (e.g., Mandarin), serving the purpose of native language support. Our method involves identifying the grammar patterns in the target language, aligning these patterns with the target language patterns, and finally filtering valid SGPs. The extracted SGPs with examples are then used to develop a prototype writing assistant system, called WriteAhead/bilingual. Evaluation on a set of randomly selected SGPs shows that our system provides satisfactory writing suggestions for English as a Second Language (ESL) learners.

2016

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Linggle Knows: A Search Engine Tells How People Write
Jhih-Jie Chen | Hao-Chun Peng | Mei-Cih Yeh | Peng-Yu Chen | Jason Chang
Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: System Demonstrations

This paper shows the great potential of incorporating different approaches to help writing. Not only did they solve different kinds of writing problems, but also they complement and reinforce each other to be a complete and effective solution. Despite the extensive and multifaceted feedback and suggestion, writing is not all about syntactically or lexically well-written. It involves contents, structure, the certain understanding of the background, and many other factors to compose a rich, organized and sophisticated text. (e.g., conventional structure and idioms in academic writing). There is still a long way to go to accomplish the ultimate goal. We envision the future of writing to be a joyful experience with the help of instantaneous suggestion and constructive feedback.

2015

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基於貝氏定理自動分析語料庫與標定文步 (A Bayesian approach to determine move tags in corpus) [In Chinese]
Jia-Lien Hsu | Chiung-Wen Chang | Jason S. Chang
Proceedings of the 27th Conference on Computational Linguistics and Speech Processing (ROCLING 2015)

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WriteAhead2: Mining Lexical Grammar Patterns for Assisted Writing
Jim Chang | Jason Chang
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations

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WriteAhead: Mining Grammar Patterns in Corpora for Assisted Writing
Tzu-Hsi Yen | Jian-Cheng Wu | Jim Chang | Joanne Boisson | Jason Chang
Proceedings of ACL-IJCNLP 2015 System Demonstrations

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Learning Sentential Patterns of Various Rhetoric Moves for Assisted Academic Writing
Jim Chang | Hsiang-Ling Hsu | Joanne Boisson | Hao-Chun Peng | Yu-Hsuan Wu | Jason S. Chang
Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation: Posters

2014

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NTHU at the CoNLL-2014 Shared Task
Jian-Cheng Wu | Tzu-Hsi Yen | Jim Chang | Guan-Cheng Huang | Jimmy Chang | Hsiang-Ling Hsu | Yu-Wei Chang | Jason S. Chang
Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task

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Chinese Spell Checking Based on Noisy Channel Model
Hsun-wen Chiu | Jian-cheng Wu | Jason S. Chang
Proceedings of The Third CIPS-SIGHAN Joint Conference on Chinese Language Processing

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學術論文簡介的自動文步分析與寫作提示 (Automatic Move Analysis of Research Articles for Assisting Writing)[In Chinese]
Guan-Cheng Huang | Jian-Cheng Wu | Hsiang-Ling Hsu | Tzu-Hsi Yen | Jason S. Chang
Proceedings of the 26th Conference on Computational Linguistics and Speech Processing (ROCLING 2014)

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學術論文簡介的自動文步分析與寫作提示 (Automatic Move Analysis of Research Articles for Assisting Writing) [In Chinese]
Guan-Cheng Huang | Jian-Cheng Wu | Hsiang-Ling Hsu | Tzu-Hsi Yen | Jason S. Chang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 19, Number 4, December 2014 - Special Issue on Selected Papers from ROCLING XXVI

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Ambiguity Resolution for Vt-N Structures in Chinese
Yu-Ming Hsieh | Jason S. Chang | Keh-Jiann Chen
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)

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TakeTwo: A Word Aligner based on Self Learning
Jim Chang | Jian-Cheng Wu | Jason Chang
Proceedings of the 28th Pacific Asia Conference on Language, Information and Computing

2013

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Augmentable Paraphrase Extraction Framework
Mei-Hua Chen | Yi-Chun Chen | Shih-Ting Huang | Jason S. Chang
Proceedings of the Sixth International Joint Conference on Natural Language Processing

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Translating Chinese Unknown Words by Automatically Acquired Templates
Ming-Hong Bai | Yu-Ming Hsieh | Keh-Jiann Chen | Jason S. Chang
Proceedings of the Sixth International Joint Conference on Natural Language Processing

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機器翻譯為本的中文拼字改錯系統 (Chinese Spelling Checker Based on Statistical Machine Translation)
Hsun-wen Chiu | Jian-cheng Wu | Jason S. Chang
Proceedings of the 25th Conference on Computational Linguistics and Speech Processing (ROCLING 2013)

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Detecting English Grammatical Errors based on Machine Translation
Jim Chang | Jiancheng Wu | Jason S. Chang
Proceedings of the 25th Conference on Computational Linguistics and Speech Processing (ROCLING 2013)

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Learning to Find Translations and Transliterations on the Web based on Conditional Random Fields
Joseph Z. Chang | Jason S. Chang | Jyh-Shing Roger Jang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 18, Number 1, March 2013

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Integrating Dictionary and Web N-grams for Chinese Spell Checking
Jian-cheng Wu | Hsun-wen Chiu | Jason S. Chang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 18, Number 4, December 2013-Special Issue on Selected Papers from ROCLING XXV

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Correcting Serial Grammatical Errors based on N-grams and Syntax
Jian-cheng Wu | Jim Chang | Jason S. Chang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 18, Number 4, December 2013-Special Issue on Selected Papers from ROCLING XXV

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CoNLL-2013 Shared Task: Grammatical Error Correction NTHU System Description
Ting-Hui Kao | Yu-Wei Chang | Hsun-Wen Chiu | Tzu-Hsi Yen | Joanne Boisson | Jian-Cheng Wu | Jason S. Chang
Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task

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Chinese Spelling Checker Based on Statistical Machine Translation
Hsun-wen Chiu | Jian-cheng Wu | Jason S. Chang
Proceedings of the Seventh SIGHAN Workshop on Chinese Language Processing

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Automatic Chinese Confusion Words Extraction Using Conditional Random Fields and the Web
Chun-Hung Wang | Jason S. Chang | Jian-Cheng Wu
Proceedings of the Seventh SIGHAN Workshop on Chinese Language Processing

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Linggle: a Web-scale Linguistic Search Engine for Words in Context
Joanne Boisson | Ting-Hui Kao | Jian-Cheng Wu | Tzu-Hsi Yen | Jason S. Chang
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics: System Demonstrations

2012

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TransAhead: A Computer-Assisted Translation and Writing Tool
Chung-chi Huang | Ping-che Yang | Keh-jiann Chen | Jason S. Chang
Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

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Learning to Find Translations and Transliterations on the Web
Joseph Z. Chang | Jason S. Chang | Roger Jyh-Shing Jang
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

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DOMCAT: A Bilingual Concordancer for Domain-Specific Computer Assisted Translation
Ming-Hong Bai | Yu-Ming Hsieh | Keh-Jiann Chen | Jason S. Chang
Proceedings of the ACL 2012 System Demonstrations

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FLOW: A First-Language-Oriented Writing Assistant System
Mei-Hua Chen | Shih-Ting Huang | Hung-Ting Hsieh | Ting-Hui Kao | Jason S. Chang
Proceedings of the ACL 2012 System Demonstrations

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PREFER: Using a Graph-Based Approach to Generate Paraphrases for Language Learning
Mei-Hua Chen | Shi-Ting Huang | Chung-Chi Huang | Hsien-Chin Liou | Jason S. Chang
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP

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Helping Our Own: NTHU NLPLAB System Description
Jian-Cheng Wu | Joseph Chang | Yi-Chun Chen | Shih-Ting Huang | Mei-Hua Chen | Jason S. Chang
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP

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Improving PCFG Chinese Parsing with Context-Dependent Probability Re-estimation
Yu-Ming Hsieh | Ming-Hong Bai | Jason S. Chang | Keh-Jiann Chen
Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing

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TransAhead: A Writing Assistant for CAT and CALL
Chung-chi Huang | Ping-che Yang | Mei-hua Chen | Hung-ting Hsieh | Ting-hui Kao | Jason S. Chang
Proceedings of the Demonstrations at the 13th Conference of the European Chapter of the Association for Computational Linguistics

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Word Root Finder: a Morphological Segmentor Based on CRF
Joseph Z Chang | Jason S. Chang
Proceedings of COLING 2012: Demonstration Papers

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Associating Collocations with WordNet Senses Using Hybrid Models
Yi-Chun Chen | Tzu-Xi Yen | Jason S. Chang
Proceedings of the 24th Conference on Computational Linguistics and Speech Processing (ROCLING 2012)

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Translating Collocation using Monolingual and Parallel Corpus
Ming-Zhuan Jiang | Tzu-Xi Yen | Chung-Chi Huang | Mei-Hua Chen | Jason S. Chang
Proceedings of the 24th Conference on Computational Linguistics and Speech Processing (ROCLING 2012)

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Context-Aware In-Page Search
Yu-Hao Lin | Yu-Lan Liu | Tzu-Xi Yen | Jason S. Chang
Proceedings of the 24th Conference on Computational Linguistics and Speech Processing (ROCLING 2012)

2011

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GRASP: Grammar- and Syntax-based Pattern-Finder in CALL
Chung-Chi Huang | Mei-Hua Chen | Shih-Ting Huang | Hsien-Chin Liou | Jason S. Chang
Proceedings of the Sixth Workshop on Innovative Use of NLP for Building Educational Applications

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EdIt: A Broad-Coverage Grammar Checker Using Pattern Grammar
Chung-Chi Huang | Mei-Hua Chen | Shih-Ting Huang | Jason S. Chang
Proceedings of the ACL-HLT 2011 System Demonstrations

2010

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GRASP: Grammar- and Syntax-based Pattern-Finder for Collocation and Phrase Learning
Mei-hua Chen | Chung-chi Huang | Shih-ting Huang | Jason S. Chang
Proceedings of the 24th Pacific Asia Conference on Language, Information and Computation

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Automatic Collocation Suggestion in Academic Writing
Jian-Cheng Wu | Yu-Chia Chang | Teruko Mitamura | Jason S. Chang
Proceedings of the ACL 2010 Conference Short Papers

2009

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Acquiring Translation Equivalences of Multiword Expressions by Normalized Correlation Frequencies
Ming-Hong Bai | Jia-Ming You | Keh-Jiann Chen | Jason S. Chang
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing

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WikiSense: Supersense Tagging of Wikipedia Named Entities Based WordNet
Joseph Chang | Richard Tzong-Han Tsai | Jason S. Chang
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, Volume 1

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Review Classification Using Semantic Features and Run-Time Weighting
Chung-chi Huang | Meng-chiech Lee | Zhe-nan Lin | Jason S. Chang
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, Volume 1

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Extending Bilingual WordNet via Hierarchical Word Translation Classification
Tzu-yi Nien | Tsun Ku | Chung-chi Huang | Mei-hua Chen | Jason S. Chang
Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, Volume 1

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Fertility-based Source-Language-biased Inversion Transduction Grammar for Word Alignment
Chung-Chi Huang | Jason S. Chang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 14, Number 1, March 2009

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A Thesaurus-Based Semantic Classification of English Collocations
Chung-Chi Huang | Kate H. Kao | Chiung-Hui Tseng | Jason S. Chang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 14, Number 3, September 2009

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Learning Bilingual Linguistic Reordering Model for Statistical Machine Translation
Han-Bin Chen | Jian-Cheng Wu | Jason S. Chang
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics

2008

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Improving Word Alignment by Adjusting Chinese Word Segmentation
Ming-Hong Bai | Keh-Jiann Chen | Jason S. Chang
Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-I

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A Thesaurus-Based Semantic Classification of English Collocations
Chung-chi Huang | Chiung-hui Tseng | Kate H. Kao | Jason S. Chang
Proceedings of the 20th Conference on Computational Linguistics and Speech Processing

2007

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Learning to Find Transliteration on the Web
Chien-Cheng Wu | Jason S. Chang
Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT)

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Word Translation Disambiguation via Dependency (利用依存關係之辭彙翻譯)
Meng-Chin Hsiao | Kun-Ju Yang | Jason S. Chang
Proceedings of the 19th Conference on Computational Linguistics and Speech Processing

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Learning to Find English to Chinese Transliterations on the Web
Jian-Cheng Wu | Jason S. Chang
Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL)

2006

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FAST – An Automatic Generation System for Grammar Tests
Chia-Yin Chen | Hsien-Chin Liou | Jason S. Chang
Proceedings of the COLING/ACL 2006 Interactive Presentation Sessions

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Computational Analysis of Move Structures in Academic Abstracts
Jien-Chen Wu | Yu-Chia Chang | Hsien-Chin Liou | Jason S. Chang
Proceedings of the COLING/ACL 2006 Interactive Presentation Sessions

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Learning to Parse Bilingual Sentences Using Bilingual Corpus and Monolingual CFG
Chung-Chi Huang | Jason S. Chang
Proceedings of the 18th Conference on Computational Linguistics and Speech Processing

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Sense Extraction and Disambiguation for Chinese Words from Bilingual Terminology Bank
Ming-Hong Bai | Keh-Jiann Chen | Jason S. Chang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 11, Number 3, September 2006: Special Issue on Selected Papers from ROCLING XVII

2005

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Web-Based Unsupervised Learning for Query Formulation in Question Answering
Yi-Chia Wang | Jian-Cheng Wu | Tyne Liang | Jason S. Chang
Second International Joint Conference on Natural Language Processing: Full Papers

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FAST:電腦輔助英文文法出題系統 (FAST: Free Assistant of Structural Tests) [In Chinese]
Chia-Yin Chen | Ming Hsien Ko | Tzu-Wei Wu | Jason S. Chang
Proceedings of the 17th Conference on Computational Linguistics and Speech Processing

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利用雙語學術名詞庫抽取中英字詞互譯及詞義解歧 (Sense Extraction and Disambiguation for Chinese Words from Bilingual Terminology Bank) [In Chinese]
Ming-Hong Bai | Keh-Jiann Chen | Jason S. Chang
Proceedings of the 17th Conference on Computational Linguistics and Speech Processing

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Collocational Translation Memory Extraction Based on Statistical and Linguistic Information
Thomas C. Chuang | Jia-Yan Jian | Yu-Chia Chang | Jason S. Chang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 10, Number 3, September 2005: Special Issue on Selected Papers from ROCLING XVI

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Learning Source-Target Surface Patterns for Web-based Terminology Translation
Jian-Cheng Wu | Tracy Lin | Jason S. Chang
Proceedings of the ACL Interactive Poster and Demonstration Sessions

2004

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Subsentential Translation Memory for Computer Assisted Writing and Translation
Jian-Cheng Wu | Thomas C. Chuang | Wen-Chi Shei | Jason S. Chang
Proceedings of the ACL Interactive Poster and Demonstration Sessions

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TANGO: Bilingual Collocational Concordancer
Jia-Yan Jian | Yu-Chia Chang | Jason S. Chang
Proceedings of the ACL Interactive Poster and Demonstration Sessions

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Using the Web as Corpus for Un-supervised Learning in Question Answering
Yi-Chia Wang | Jian-Cheng Wu | Tyne Liang | Jason S. Chang
Proceedings of the 16th Conference on Computational Linguistics and Speech Processing

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Collocational Translation Memory Extraction Based on Statistical and Linguistic Information
Jia-Yan Jian | Yu-Chia Chang | Jason S. Chang
Proceedings of the 16th Conference on Computational Linguistics and Speech Processing

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Bilingual Collocation Extraction Based on Syntactic and Statistical Analyses
Chien-Cheng Wu | Jason S. Chang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 9, Number 1, February 2004: Special Issue on Selected Papers from ROCLING XV

2003

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Acquisition of English-Chinese Transliterated Word Pairs from Parallel-Aligned Texts using a Statistical Machine Transliteration Model
Chun-Jen Lee | Jason S. Chang
Proceedings of the HLT-NAACL 2003 Workshop on Building and Using Parallel Texts: Data Driven Machine Translation and Beyond

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Class Based Sense Definition Model for Word Sense Tagging and Disambiguation
Tracy Lin | Jason S. Chang
Proceedings of the Second SIGHAN Workshop on Chinese Language Processing

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TotalRecall: A Bilingual Concordance for Computer Assisted Translation and Language Learning
Jian-Cheng Wu | Kevin C. Yeh | Thomas C. Chuang | Wen-Chi Shei | Jason S. Chang
The Companion Volume to the Proceedings of 41st Annual Meeting of the Association for Computational Linguistics

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A Statistical Approach to Chinese-to-English Back-Transliteration
Chun-Jen Lee | Jason S. Chang | Jyh-Shing Roger Jang
Proceedings of the 17th Pacific Asia Conference on Language, Information and Computation

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Proceedings of Research on Computational Linguistics Conference XV
Jason J. Chang | Hsien-Chin Liou
Proceedings of Research on Computational Linguistics Conference XV

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Word-Transliteration Alignment
Tracy Lin | Chien-Cheng Wu | Jason S. Chang
Proceedings of Research on Computational Linguistics Conference XV

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Bilingual Collocation Extraction Based on Syntactic and Statistical Analyses
Chien-Cheng Wu | Jason S. Chang
Proceedings of Research on Computational Linguistics Conference XV

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Interleaving Text and Punctuations for Bilingual Sub-sentential Alignment
Wen-Chi Hsie | Kevin Yeh | Jason S. Chang | Thomas C. Chuang
ROCLING 2003 Poster Papers

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Using Punctuations and Lengths for Bilingual Sub-sentential Alignment
Wen-Chi Hsien | Kevin Yeh | Jason S. Chang | Thomas C. Chuang
ROCLING 2003 Poster Papers

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TotalRecall: A Bilingual Concordance in National Digital Learning Project - CANDLE
Jian-Cheng Wu | Wen-Chi Shei | Jason S. Chang
ROCLING 2003 Poster Papers

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Unsupervised Word Segmentation Without Dictionary
Jason S. Chang | Tracy Lin
ROCLING 2003 Poster Papers

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Building A Chinese WordNet Via Class-Based Translation Model
Jason S. Chang | Tracy Lin | Geeng-Neng You | Thomas C. Chuang | Ching-Ting Hsieh
International Journal of Computational Linguistics & Chinese Language Processing, Volume 8, Number 2, August 2003

2001

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An Operator Assisted Call Routing System
Chun-Jen Lee | Jason S. Chang
Proceedings of the 16th Pacific Asia Conference on Language, Information and Computation

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多篇文件自動摘要系統 (Multi-Document Summarization System) [In Chinese]
Jian-Cheng Shen | Jason S. Chang
Proceedings of Research on Computational Linguistics Conference XIV

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統計式片語翻譯模型(A Statistical Model of Terminology Translation) [In Chinese]
Jason S. Chang | Ta-wei Yu
Proceedings of Research on Computational Linguistics Conference XIV

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統計式片語翻譯模型 (Statistical Translation Model for Phrases) [In Chinese]
Jason S. Chang | David Yu | Chun-Jun Lee
International Journal of Computational Linguistics & Chinese Language Processing, Volume 6, Number 2, August 2001

1998

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A Concept-based Adaptive Approach to Word Sense Disambiguation
Jen Nan Chen | Jason S. Chang
COLING 1998 Volume 1: The 17th International Conference on Computational Linguistics

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A Concept-based Adaptive Approach to Word Sense Disambiguation
Jen Nan Chen | Jason S. Chang
36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, Volume 1

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Topical Clustering of MRD Senses Based on Information Retrieval Techniques
Jen Nan Chen | Jason S. Chang
Computational Linguistics, Volume 24, Number 1, March 1998 - Special Issue on Word Sense Disambiguation

1997

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Aligning More Words with High Precision for Small Bilingual Corpora
Sue J. Ker | Jason S. Chang
International Journal of Computational Linguistics & Chinese Language Processing, Volume 2, Number 2, August 1997

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An Alignment Method for Noisy Parallel Corpora based on Image Processing Techniques
Jason S. Chang | Mathis H. Chen
35th Annual Meeting of the Association for Computational Linguistics and 8th Conference of the European Chapter of the Association for Computational Linguistics

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A Class-based Approach to Word Alignment
Sue J. Ker | Jason S. Chang
Computational Linguistics, Volume 23, Number 2, June 1997

1996

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Aligning More Words with High Precision for Small Bilingual Corpora
Sur-Jin Ker | Jason J. S. Chang
COLING 1996 Volume 1: The 16th International Conference on Computational Linguistics

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Acquisition of Computational-Semantic Lexicons from Machine Readable Lexical Resources
Jason J.S. Chang | J.N. Chen
Breadth and Depth of Semantic Lexicons

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Combining machine readable lexical resources and bilingual corpora for broad word sense disambiguation
Jason J. S. Chang | Jen-Nan Chen | Huei-Hong Sheng | Sur-Jin Ker
Conference of the Association for Machine Translation in the Americas

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介詞翻譯法則的自動擷取 (Learning to Translate English Prepositions) [In Chinese]
Jason S. Chang | Ruei-Hung Hsu | Huey-Chyun Chen
Proceedings of Rocling IX Computational Linguistics Conference IX

1995

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Structural Ambiguity and Conceptual Information Retrieval
Mathis Huey-chyun Chen | Jason J.S. Chang
Proceedings of the 10th Pacific Asia Conference on Language, Information and Computation

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The Postprocessing of Optical Character Recognition Based on Statistical Noisy Channel and Language Model
Jason J. S. Chang | Shun-Der Chen
Proceedings of the 10th Pacific Asia Conference on Language, Information and Computation

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Automatic Acquisition of Class-based Rules for Word Alignment
Sur-Jin Ker | Jason J.S. Chang
Proceedings of the 10th Pacific Asia Conference on Language, Information and Computation

1993

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中文辭彙岐義之研究─斷詞與詞性標示 (The Resolution of Lexicon Ambiguity in Chinese - Segmentation and Tagging) [In Chinese]
Tsai-Yen Peng | Jason S. Chang
Proceedings of Rocling VI Computational Linguistics Conference VI

1991

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限制式滿足及機率最佳化的中文斷詞方法 (Chinese Word Segmentation based on Constraint satisfaction and Statistical Optimization) [In Chinese]
Jason S. Chang | Zhi-Da Chen | Shun-Der Chen
Proceedings of Rocling IV Computational Linguistics Conference IV

1990

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Proceedings of Rocling III Computational Linguistics Conference III
Jason J. Chang | Von-Wun Soo
Proceedings of Rocling III Computational Linguistics Conference III

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Computer Generation Of Chinese Commentary On Othello Games
Jen-Wen Liao | Jason S. Chang
Proceedings of Rocling III Computational Linguistics Conference III

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Bi-Lingual Sentence Generation
Chung-Cherng Chen | Jason S. Chang
Proceedings of Rocling III Computational Linguistics Conference III

1989

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Systemic Generation of Chinese Sentences
Hwei-Ming Kuo | Jason S. Chang
Proceedings of Rocling II Computational Linguistics Conference II

1988

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A New Approach to Quality Text Generation
Jason S. Chang | Hwei-Ming Kou
Proceedings of Rocling I Computational Linguistics Conference I

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