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Hownet based chinese question classification

Nettetmethod performs better than HowNet-based method in Chinese movie comment sentiment analysis. 1. Introduction . With the rapid development of the Internet, ... Different from the traditional topic-based classification method, it can only be identified by keywords, while sentiment analysis needs to extract more implicit information[1]. Nettet26. nov. 2024 · Based on the above problem, this paper proposes a question classification model based on Bi-LSTM. This model combines words, part of speech (POS) and position information of words to generate embedded representation of words, and uses Bi-LSTM to classify questions.

HowNet Based Chinese Question Automatic Classification

Nettet26. mai 2024 · Based on the above problem, this paper proposes a question classification model based on Bi-LSTM. This model combines words, part of speech (POS) and position information of words to... Nettet18. mar. 2024 · The automatic question answering system based on semantic similarity calculation includes three modules: word segmentation module, question … highest profit margin business in the world https://chindra-wisata.com

Detecting Suicidal Ideation in Social Media: An Ensemble Method Based …

Nettet26. apr. 2024 · In earlier research on question classification, the method based on hand-crafted rules was widely used [, ], but ... In Chinese question classification ... syntax structure, question focus word and its first sememe in HowNet: 83.86 (60 classes) Zhang, 2009: SVM: interrogative word and focus word: 84.34 (75 classes) NettetHowNet Based Chinese Question Classification Dongfeng Cai 1, Jingguang Sun , Guiping Zhang , Dexin Lv 1, Yanju Dong , Yan Song , Chao Yu1 1 Natural Language … Nettet14. apr. 2024 · HowNet is an online common-sense knowledge base unveiling inter-conceptual relations and inter-attribute relations of concepts as connoting in Chinese and English bilingual lexicons. how had time and the workday changed

External Knowledge and Data Augmentation Enhanced Model for Chinese …

Category:Chinese Question Classify Model Based on Interrogative

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Hownet based chinese question classification

A Chinese question-answering system with question …

Nettet6. okt. 2013 · In this paper, we present a new question classification method which uses HowNet as the semantic resource to extract features, and we use Maximum Entropy … Nettet24. des. 2024 · Chinese character shows a better performance on text classification. Our model adopts character-based model to pre-train and do text classification. 3 Methodology In this section, we introduce our model, glphy-sememe Language Model (gs-LM), and its detailed implementation.

Hownet based chinese question classification

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Nettet7. apr. 2024 · Dongfeng Cai, Jingguang Sun, Guiping Zhang, Dexin Lv, Yanju Dong, Yan Song, and Chao Yu. 2006. HowNet Based Chinese Question Classification. In Proceedings of the 20th Pacific Asia Conference on Language, Information and …

Nettet13. jun. 2024 · Chinese question classification is one of the essential tasks in nature language processing (NLP) for Chinese language due to its distinctive characteristics. Methods presented in the literature are usually based on rules or traditional machine learning methods, which require manually created rules or features. Thus, the accuracy … NettetChinese Question Classification (CQC) Machine Learning Approach (SVM) Knowledge-based Approach (INFOMAP) Hybrid Approach (SVM + INFOMAP) 0.74 0.88 0.92

Nettet1. jan. 2005 · Chinese question classification is the process that analyzes a question and labels it based on its question type and expected answer type. Nettet8. mai 2024 · Suicide has become a serious problem, and how to prevent suicide has become a very important research topic. Social media provides an ideal platform for monitoring suicidal ideation. This paper presents an integrated model for multidimensional information fusion. By integrating the best classification models determined by single …

NettetIn this paper, we present a new question classification method which uses HowNet as the semantic resource to extract features, and we use Maximum Entropy Model to …

Nettet1. mar. 2007 · Subsequently, the methods based on statistical learning showed a good classification effect, which have the advantages of strong versatility, easy … highest profit on bargain hunthttp://journal.bit.edu.cn/zr/article/id/20120609 how had novel been easily availableNettetXia L, Teng Z, and Ren F. 2008. Question classification in chinese restricted-domain based on SVM and domain ... Google Scholar; SUN Jing-guang, CAI Dong-feng, LV De-xin, and DONG Yan-ju. 2007.HowNet Based Chinese Question Automatic Classification ... and Nazlia Omar. 2024. Question classification based on Bloom's taxonomy ... highest profit margins by industryNettet13. jun. 2024 · Chinese question classification is one of the essential tasks in nature language processing (NLP) for Chinese language due to its distinctive characteristics. … how hail formedNettetQuestion classification is an important part of Chinese question answering system, and the result of question classification directly affects the quality of question answering. … how hail forms diagramNettetThe validity and usability of the proposed method shows a certain universality, and some colleges have not established their automatic question-answering customer service system, so this paper is of great research significance. To improve the efficiency of customer service for college information, an automatic question-answering customer … highest profit margin small businessesNettet1. jan. 2006 · Sun et al. (2007) used HowNet as a semantic resource to select classification features and applied the maximum entropy model to Chinese question … highest profit margin restaurant business