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Semantic Class Induction for Language Model Adaptation in a Chinese Voice Search System
2010
2010 International Conference on Electrical and Control Engineering
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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
2005
Natural Language Engineering
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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
2021
Computational Intelligence and Neuroscience
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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
2013
Journal of Language Teaching and Research
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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
2021
Complexity
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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
2021
Complexity
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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
2007
Computer Assisted Language Learning
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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
2011
International Journal of Fuzzy Logic and Intelligent Systems
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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
2015
2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)
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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
2001
IEEE Intelligent Systems
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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
2020
Translation and Interpreting : the International Journal of Translation and Interpreting Research
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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
2014
PLoS ONE
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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
2016
International Journal of Database Theory and Application
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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
2010
Computational Linguistics
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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
2022
Asian Studies
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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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