[PDF] Top 20 A Class-based Language Model Approach to Chinese Named Entity Identification
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A Class-based Language Model Approach to Chinese Named Entity Identification
... delicate model of ORG will be investigated to characterize the features of all kinds of ...a model of global information. Furthermore, the model of organization name abbreviations also needs to be ... See full document
28
Chinese Named Entity Recognition with Graph based Semi supervised Learning Model
... Named entity recognition (NER) can be regarded as a sub-task of the information extraction, and plays an important role in the natural language processing ...1 Named Entity tasks (Marsh ... See full document
6
Chinese Word Segmentation and Named Entity Recognition: A Pragmatic Approach
... pragmatic approach to Chinese word ...view Chinese words as segmentation units whose definition is pragmatic in nature and depends on how they are used and processed (differently) in realistic ... See full document
44
Chinese named entity recognition algorithm based on the improved hidden Markov model
... algorithm based on the improved Hidden Markov Model (HMM) to achieve the Chinese Named Entity Recognition (NER) in Nature Language Processing (NLP) ...of Chinese NER. The ... See full document
5
Chinese Named Entity Recognition Using Role Model
... role model tries to select possible NE candidates based on the whole token sequence and then select the most promising ones using Viterbi ...role-based approach, previous works could not ... See full document
32
A Hybrid Statistical Approach for Named Entity Recognition for Malayalam Language
... natural language processing appli- cations require finding Named Entities in textual ...documents. Named Entity Recognition plays a significant role in various language processing ... See full document
6
A Semantic Specific Model for Chinese Named Entity Translation
... based model for person names’ translation Considering Table 7, though there is a slight drop comparing our model with origin-based model for the Japanese person names, the trans- lation ... See full document
9
A New Approach for English Chinese Named Entity Alignment
... in Chinese NE processing, since Chinese is not a tokenized language, previous work (Huang et ...identifies Named Entities in turn. This involves several problems for Chinese NEs, such ... See full document
8
Mencius: A Chinese Named Entity Recognizer Using Hybrid Model
... Another popular approach in NER is machine-learning (ML). ML is more attractive in that it is more portable and less expensive to maintain. The representative ML approaches used in NER are HMM (BBN's IdentiFinder ... See full document
17
Language Independent Named Entity Analysis Using Parallel Projection and Rule Based Disambiguation
... coarse-grained named entities in seven languages, identifying each entity’s base form, and clustering name mentions across the multilingual set of ...project named en- tity recognition capability from ... See full document
5
A hybrid approach for named entity recognition in Chinese electronic medical record
... natural language processing technology in biomedicine has become a hot research ...BiLSTM-CRF model is applied to medical named entity recognition on Chinese electronic medical ...of ... See full document
10
Chinese Named Entity Recognition with Bert
... the Chinese has no obvious boundaries. In particular, named entity boundaries are also word boundaries in ...for Chinese named entity recognition, the word-based method is ... See full document
8
Role-based model for Named Entity Recognition
... the named entity type and those that belong to the target role therapeutic ...the named entity type due to the lack of role ...are language structures that represent only a ... See full document
8
Unsupervised Language Model Adaptation Incorporating Named Entity Information
... LDA based approaches. The LDA based LM adaptation para- digm supports our ...Using named infor- mation instead of all the words seems to efficiently eliminate redundant information and achieve better ... See full document
8
Mencius: A Chinese Named Entity Recognizer Using the Maximum Entropy-based Hybrid Model
... In this paper, we have presented a Chinese NER system, called Mencius. We configured Mencius according to the following settings of to analyze the effects of using a Maximum Entropy-based Framework and a ... See full document
18
A Domain and Language Independent Named Entity Classification Approach Based on Profiles and Local Information
... step based on Conditional Ran- dom Fields (CRF) algorithm which employs un- supervised features from clusters of semantic spaces (COALS - Correlated Occurrence Ana- logue to Lexical Semantic - and HAL - Hyper- ... See full document
9
Persian Named Entity Recognition based with Local Filters
... An approach based on a Local F ilters model to recognize P ersian (F arsi) language named ...an approach for named entity recognition that uses dictionaries to ... See full document
6
Chinese Named Entity Abbreviation Generation Using First Order Logic
... system. Based on the data co-occurrence phenomena, they introduced a bootstrapping procedure to identify formal-informal relations informal phrases in web corpora (Li and Yarowsky, 2008a) ...log-linear ... See full document
9
Maximum Entropy Approach based Named Entity Recognition in Punjabi Language
... etc. Named Entity Recognition (NER) is the task of identifying and classifying the Named Entities into predefine categories such as person, organization, location, etc in the ...locate named ... See full document
5
Chinese Named Entity Identification Using Class based Language Model
... We found that many errors result from the occurrence of abbreviation of person, location, and organization. Therefore, different strategies are adopted to deal with abbreviations for different kinds of NEs. For PER, if ... See full document
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