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Semantic Class Induction for Language Model Adaptation in a Chinese Voice Search System

Yali Li, Weiqun Xu, Changchun Bao, Ta Li, Jielin Pan, Yonghong Yan
2010 2010 International Conference on Electrical and Control Engineering  
In this paper, we propose a novel similarity measure based on co-occurrence probabilities for inducing semantic classes.  ...  We then use the induced semantic classes and structures by the new similarity measure to generate in-domain data.  ...  In this paper, we described our work on generating in-domain corpus using the auto-induced semantic classes and structures for language model adaptation in a Chinese voice search dialogue system.  ... 
doi:10.1109/icece.2010.460 fatcat:6337fyselbg3pduwy7ftqh6rr4

The head-modifier principle and multilingual term extraction

ANDREW HIPPISLEY, DAVID CHENG, KHURSHID AHMAD
2005 Natural Language Engineering  
To demonstrate the extendibility of our approach beyond English, we present a case study of term extraction in Chinese, a language whose written form is the vehicle of communication for over 1.3 billion  ...  language users, and therefore has great significance for the development of language engineering technologies.  ...  They describe a system for generating conceptual dictionaries from specialist texts for use by information extraction This case frame is used for the class of Diagnosis sentences, and the sub-class of  ... 
doi:10.1017/s1351324904003535 fatcat:2wfqbt46nbbbdb7bh224wkexyu

Application of Multilayer Perceptron Genetic Algorithm Neural Network in Chinese-English Parallel Corpus Noise Processing

Bing Li, Anxie Tuo, Hanyue Kong, Sujiao Liu, Jia Chen, Suneet Kumar Gupta
2021 Computational Intelligence and Neuroscience  
It uses various simple genetic operations and the survival of the fittest selection mechanism to guide the learning process and determine the direction of the search, and it can search multiple regions  ...  a fast algorithm for training the network using genetic algorithms.  ...  Acknowledgments is study was supported by Social Science Projects of Guizhou Province, e relationship between family function of nuclear family and children's communicative competence (GZLCLH-2020-278)  ... 
doi:10.1155/2021/7144635 pmid:34966422 pmcid:PMC8712137 fatcat:afuqhmityffhtorxna2er3dbm4

A Study on the Application of Data-driven Learning in Vocabulary Teaching and Leaning in China's EFL Class

Xiaowei Guan
2013 Journal of Language Teaching and Research  
It becomes urgent to take advantage of this method and apply it to college vocabulary teaching.  ...  Compared with traditional foreign language teaching and learning method, data-driven learning is characterized by "autonomic learning", "authentic language input", "self-discovery", and "bottomup inductive  ...  and Chinese abstracts, such as tense, voice and so on.  ... 
doi:10.4304/jltr.4.1.105-112 fatcat:cz7fzettrzfdfpcvbjwqdlqrvu

English Grammar Discrimination Training Network Model and Search Filtering

Juan Zhao
2021 Complexity  
to weight, and gives the experimental results, which prove that the system has a good filtering effect and is fast.  ...  This paper proposes a search and filter scheme based on the orientation of the training model in English grammar area, elaborates on the details, constructs a whole set of function structure from representation  ...  It can be seen that it can improve the searching and filtering performance of the system, but it can also lead to a significant decrease in the precision of fuzzy searching and filtering.  ... 
doi:10.1155/2021/5528682 doaj:1914c8ee861e4714b98357a6b1a2eb2b fatcat:6xu2dktthvfk7bd5ehk4lsfkse

Emerging Technologies of Natural Language-Enabled Chatbots: A Review and Trend Forecast Using Intelligent Ontology Extraction and Patent Analytics

Min-Hua Chao, Amy J. C. Trappey, Chun-Ting Wu, Abd E.I.-Baset Hassanien
2021 Complexity  
Intelligent chatbot is an essential application of NLP to allow understanding of users' utterance and responding in understandable sentences for specific applications simulating human-to-human conversations  ...  and interactions for problem solving or Q&As.  ...  Acknowledgments is research was partially supported by research grant funded by the Ministry of Science and Technology (grant no.  ... 
doi:10.1155/2021/5511866 fatcat:v2vt6xqqkzaw3ibu65lclxej4e

Online synonym materials and concordancing for EFL college writing

Yuli Yeh, Hsien-Chin Liou, Yi-Hsin Li
2007 Computer Assisted Language Learning  
As for students' attitude toward the learning units, over half reported that inductive learning was beneficial although they still found it difficult to verbalize differences among semantically similar  ...  TANGO was also considered a useful tool for learning synonyms and their collocates.  ...  Chang and his graduate students for development of TANGO.  ... 
doi:10.1080/09588220701331451 fatcat:fprqqynnfzeaxf3thkorzrho4a

Incorporation of Fuzzy Theory with Heavyweight Ontology and Its Application on Vague Information Retrieval for Decision Making

Ahmad C. Bukhari, Yong-Gi Kim
2011 International Journal of Fuzzy Logic and Intelligent Systems  
A prototype is developed which is based on OWL-2 (Web Ontology Language-2), PAL (Protégé Axiom Language), and fuzzy logic in order to examine the effectiveness of the proposed system.  ...  This also poses a problem for blind people who desire the full use from online resources available to other users for decision making in their daily life.  ...  DL-Query and fuzzy DL-Query are powerful and user friendly tools used for searching a classified ontology.  ... 
doi:10.5391/ijfis.2011.11.3.171 fatcat:7zkeaahacbb3ff4gghg4tsjvuu

Message from the general chair

Benjamin C. Lee
2015 2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)  
Joint Learning for Coreference Resolution with Markov Logic Resolving "This-issue" Anaphora Varada Kolhatkar and Graeme Hirst Saturday 12:00pm-12:30pm -202 A (ICC) We annotate and resolve a particular  ...  We propose a candidate ranking model for "this-issue" anaphora resolution that explores different "issue"-specific and general abstract-anaphora features. The model is not restricted to nominal  ...  The system belongs to the class of example-based dialogue systems and builds its chat capabilities on a dual search strategy over a large collection of dialogue samples.  ... 
doi:10.1109/ispass.2015.7095776 dblp:conf/ispass/Lee15 fatcat:ehbed6nl6barfgs6pzwcvwxria

Human language technologies for knowledge management

S. Staab
2001 IEEE Intelligent Systems  
Acknowledgments This installment of Trends and Controversies was inspired by the corresponding workshop on human language technology and knowledge management at the ACL (Association for Computational Linguistics  ...  Austria, and Nokia.  ...  Wrapper induction systems based on lazy NLP 5 try to learn the best and most reliable level of language analysis useful for a specific IE task by mixing deep linguistic and shallow strategies.  ... 
doi:10.1109/5254.972104 fatcat:4w6vfn2p3rhkbfg6cm53yxtvha

Corpus Linguistics approaches to trainee translators' framing practice in news translation

Yun Pan
2020 Translation and Interpreting : the International Journal of Translation and Interpreting Research  
This study has implications in translation training concerning how knowledge of frame application enters into training practice for source text interpretation and target text production.  ...  The research aim was to demonstrate how frames conceptualized in Frame Semantics (Fillmore, 1982) rationally serve as analytical and interpretive units of meaning, which contributes to providing a structural  ...  writing system of Chinese language.  ... 
doi:10.12807/ti.112201.2020.a06 fatcat:zo5brtwyrjbcvkgfc2dotl4eoi

Feature Selection for Speech Emotion Recognition in Spanish and Basque: On the Use of Machine Learning to Improve Human-Computer Interaction

Andoni Arruti, Idoia Cearreta, Aitor Álvarez, Elena Lazkano, Basilio Sierra, Oriol Pujol
2014 PLoS ONE  
This paper presents a study aimed for giving a new step towards searching relevant speech features in automatic SER area  ...  Affective databases are a good chance for developing affective applications, either for affective recognizers or either for affective synthesis.  ...  They were asked to read a set of words and sentences (both semantically and non-semantically relevant) trying to express emotional categories by means of voice intonation and facial expression.  ... 
doi:10.1371/journal.pone.0108975 pmid:25279686 pmcid:PMC4184843 fatcat:x7hfheyzjrcdhfssxny32qjkfu

Automatic Social Media Data Extraction

Estelle Xin Ying Kee, Jer Lang Hong
2016 International Journal of Database Theory and Application  
Social media has provided a convenient platform for web users to comfortably share their thoughts and to boldly voice up.  ...  Having to process such huge amount of data, it is proposed that automated sentiment analysis is done when extracting social media data.  ...  This shows that our tool is useful for large scale data processing, such as comparative shopping lists, and meta search engine applications.  ... 
doi:10.14257/ijdta.2016.9.8.05 fatcat:njcgp225b5eenoasaxpfn66om4

Generating Phrasal and Sentential Paraphrases: A Survey of Data-Driven Methods

Nitin Madnani, Bonnie J. Dorr
2010 Computational Linguistics  
In this article, we attempt to conduct a comprehensive and application-independent survey of data-driven phrasal and sentential paraphrase generation methods, while also conveying an appreciation for the  ...  Moreover, the task of automatically generating or extracting semantic equivalences for the various units of languagewords, phrases, and sentences-is an important part of natural language processing (NLP  ...  its members and are not disregarded for arbitrary reasons. r The occurrence of a member of a class relative to another member of a different class can be computed as a probabilistic measure, defined in  ... 
doi:10.1162/coli_a_00002 fatcat:deov6ypw4bb7hfkkkvjxsyt6fy

The Philosophy of Logic in China

Yang Hu, Zehong Hu
2022 Asian Studies  
It generally involves three kinds of questions, namely, how to distinguish philosophical logic from the philosophy of logic, what the nature and scope of logic is from Chinese scholars' point of view,  ...  and why the social-cultural role of logic is underscored in the Chinese context.  ...  Acknowledgements The authors acknowledge the support of the National Office for Philosophy and Social Sciences in the scope of the Major Project (No.17ZDA025) and the Youth Project (No.20CZX052) of the  ... 
doi:10.4312/as.2022.10.2.79-104 fatcat:jypb5comerft5d7outlzgo4j6u
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