| Package | Description |
|---|---|
| com.aliasi.chunk |
Classes for extracting meaningful chunks (spans) of text.
|
| com.aliasi.crf |
Classes and interfaces for conditional random fields.
|
| com.aliasi.dict |
Classes for handling dictionaries.
|
| com.aliasi.features |
Classes for extracting feature vectors from objects and parsing
objects for feature handlers.
|
| com.aliasi.sentences |
Classes for sentence-boundary detection.
|
| com.aliasi.test.unit.chunk | |
| com.aliasi.tokenizer |
Classes for tokenizing character sequences.
|
| Modifier and Type | Interface and Description |
|---|---|
interface |
NBestChunker
An
NBestChunker is a chunker that is able to return
results iterating over scored chunkings or scored chunks in order
of decreasing likelihood. |
| Modifier and Type | Class and Description |
|---|---|
class |
AbstractCharLmRescoringChunker<B extends NBestChunker,O extends LanguageModel.Process,C extends LanguageModel.Sequence>
An
AbstractCharLmRescoringChunker provides the basic
character language-model rescoring model used by the trainable
CharLmRescoringChunker and its compiled version. |
class |
CharLmHmmChunker
A
CharLmHmmChunker employs a hidden Markov model
estimator and tokenizer factory to learn a chunker. |
class |
CharLmRescoringChunker
A
CharLmRescoringChunker provides a long-distance
character language model-based chunker that operates by rescoring
the output of a contained character language model HMM chunker. |
class |
HmmChunker
An
HmmChunker uses a hidden Markov model to perform
chunking over tokenized character sequences. |
class |
RegExChunker
A
RegExChunker finds chunks that matches regular
expressions. |
class |
RescoringChunker<B extends NBestChunker>
A
RescoringChunker provides first best, n-best and
confidence chunking by rescoring n-best chunkings derived from a
contained chunker. |
class |
TokenShapeChunker
A
TokenShapeChunker uses a named-entity
TokenShapeDecoder and tokenizer factory to implement
entity detection through the chunk.Chunker interface. |
| Modifier and Type | Method and Description |
|---|---|
Chunker |
ChunkerEvaluator.chunker()
Returns the underlying chunker for this evaluator.
|
| Modifier and Type | Method and Description |
|---|---|
void |
ChunkerEvaluator.setChunker(Chunker chunker)
Set the underlying chunker to the specified value.
|
| Constructor and Description |
|---|
ChunkerEvaluator(Chunker chunker)
Construct an evaluator for the specified chunker.
|
| Modifier and Type | Class and Description |
|---|---|
class |
ChainCrfChunker
A
ChainCrfChunker implements chunking based on a chain CRF
over string sequences, a tokenizer factory, and a tag to chunk
coder/decoder. |
| Modifier and Type | Class and Description |
|---|---|
class |
ApproxDictionaryChunker
An
ApproxDictionaryChunker implements a chunker that
produces chunks based on weighted edit distance of strings from
dictionary entries. |
class |
ExactDictionaryChunker
An exact dictionary chunker extracts chunks based on exact matches
of tokenized dictionary entries.
|
| Constructor and Description |
|---|
ChunkerFeatureExtractor(Chunker chunker,
boolean includePhrase)
Construct a new chunker feature extractor based on the
specified chunker, including the phrases extracted if the
specified flag is true.
|
| Modifier and Type | Class and Description |
|---|---|
class |
SentenceChunker
The
SentenceChunker class uses a
SentenceModel to implement sentence detection through
the chunk.Chunker interface. |
| Modifier and Type | Method and Description |
|---|---|
static <C extends Chunker & Compilable> |
CharLmHmmChunkerTest.assertChunkingCompile(C chunkerEstimator,
Chunking expectedChunking) |
| Modifier and Type | Method and Description |
|---|---|
static void |
CharLmHmmChunkerTest.assertChunking(Chunker chunker,
Chunking expectedChunking) |
| Modifier and Type | Class and Description |
|---|---|
class |
TokenChunker
A
TokenChunker provides an implementationg of the Chunker interface based on an underlying tokenizer factory. |
Copyright © 2019 Alias-i, Inc.. All rights reserved.