| Package | Description |
|---|---|
| com.hankcs.hanlp.model.crf | |
| com.hankcs.hanlp.model.hmm | |
| com.hankcs.hanlp.model.perceptron |
感知机在线学习算法的线性序列标注模型。基于这套框架实现了一整套分词、词性标注和命名实体识别功能。
理论参考邓知龙 《基于感知器算法的高效中文分词与词性标注系统设计与实现》,
简介:http://www.hankcs.com/nlp/segment/implementation-of-word-segmentation-device-java-based-on-structured-average-perceptron.html
|
| com.hankcs.hanlp.model.perceptron.utility | |
| com.hankcs.hanlp.tokenizer.lexical | |
| com.hankcs.hanlp.tokenizer.pipe |
| Modifier and Type | Class and Description |
|---|---|
class |
CRFLexicalAnalyzer
CRF词法分析器(中文分词、词性标注和命名实体识别)
|
class |
CRFNERecognizer |
| Modifier and Type | Class and Description |
|---|---|
class |
HMMLexicalAnalyzer
基于隐马尔可夫模型的词法分析器
|
class |
HMMNERecognizer |
| Modifier and Type | Class and Description |
|---|---|
class |
PerceptronLexicalAnalyzer
感知机词法分析器,支持简繁全半角和大小写
|
class |
PerceptronNERecognizer
命名实体识别
|
| Modifier and Type | Method and Description |
|---|---|
static Map<String,double[]> |
Utility.evaluateNER(NERecognizer recognizer,
String goldFile) |
| Modifier and Type | Interface and Description |
|---|---|
interface |
LexicalAnalyzer |
| Modifier and Type | Class and Description |
|---|---|
class |
AbstractLexicalAnalyzer
词法分析器基类(中文分词、词性标注和命名实体识别)
|
| Modifier and Type | Field and Description |
|---|---|
protected NERecognizer |
AbstractLexicalAnalyzer.neRecognizer |
| Constructor and Description |
|---|
AbstractLexicalAnalyzer(Segmenter segmenter,
POSTagger posTagger,
NERecognizer neRecognizer) |
| Modifier and Type | Class and Description |
|---|---|
class |
LexicalAnalyzerPipeline
流水线式词法分析器
|
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