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Operates On: Lexical Items with TOKEN or SEMANTIC_TAG and
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other possible flags as specified below, but not on TEXT_BLOCK.
Saga_is_recognizer
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Configuration Parameters
Parameter summary The resource that contains the pattern database
- See below for the format.
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- The tokens to process must be inside two vertex mark with this flags (e.g ["TEXT_BLOCK_SPLIT"])
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- Tokens marked with this flags will be ignore by this stage, and no process will be performed.
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- Tokens need to have all the specified flags, in order to be processed
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- Enable all debug log functionality of the stage, if any.
. name patterns required true - For the patterns format see below.
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In version 1.2.2 this parameter was added:
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"patterns":"saga_provider:fragmented_patterns",
"maxRepeats": 5 |
Example Output
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{
"type":"Fragmentation",
"patameter":"fragmented-provider:patterns",
"boundaryFlags":["TEXT_BLOCK_SPLIT"]
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Example Output
Description
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V--------------[abraham lincoln likes macaroni and cheese]--------------------V
^--[abraham]--V--[lincoln]--V--[likes]--V--[macaroni]--V--[and]--V--[cheese]--^
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^---{place}---^ ^----{food}----^ ^---{food}---^ ^----------{person}---------^ ^-----------------{food}--------------^ |
Output Flags
Lex-Item Flags:
- SEMANTIC_TAG - Identifies all lexical items
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- that are semantic tags.
- FRAGMENT- Identifies all lexical items
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- that were created from a fragmentation pattern.
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Vertex Flags:
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No vertices are created in this stage |
Resource Data
The resource data
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is a database of fragmented patterns, and the resulting semantic
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tags they produce.
Resource Format
The only required file
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is the entity dictionary. It is a series of JSON records, typically indexed by entity ID.
Description of entity
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Entity JSON
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Format
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Anchor
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resourceFormat
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resourceFormat
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" |
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tag": " |
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{city}", |
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" |
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pattern": |
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" |
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(" |
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how many" |
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|"how much") {ingredient} ",
"confAdjust": 0.95
. . . additional fields as needed go here . . . |
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"_id" : "KGAAJGsBemSwA0nZTLXA", "tag":["recipe"], "pattern": "{number} {ingredient}", "options": { |
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"minTokens": 3, |
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"maxTokens": |
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2, |
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"combination": true
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}
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" |
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confAdjust":0.95 |
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. . . additional fields as needed go here . . . |
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Fields
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- Typically this is an identifier with meaning to the larger application which is using the Language Processing Toolkit.
Parameter summary Tag which will identify any match in the graph, as an interpretation name tag required true
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These will all be added to the interpretation graph with the SEMANTIC_TAG flag.
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Tip Tags are hierarchical representations of the same intent. For example, {city} → {administrative-area} → {geographical-area}
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Parameter summary Pattern to match in the content
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- Patterns will be tokenized and there may be multiple variations which can match.
- NOTE: Currenty, tokens are separated on simple white-space and punctuation, and then reduced to lowercase.
- TODO: This will need to be improved in the future, perhaps by specifying a pipeline to perform the tokenization and to allow for multiple variations.
name pattern required true
Parameter summary Object
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with options applicable for this entity
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name options type json Parameter summary Minimum number of tokens the match must contains to be valid
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. The default is the number of tokens contained in each pattern
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. name minTokens type integer Parameter summary Maximum number of tokens
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the match must
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contain to be valid
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. The default is the number of tokens contained in each pattern
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name maxTokens type integer Parameter summary ndicates
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if the given tokens can be
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matched in any order
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as long as all appear in the match
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. If false,
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the tokens
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must be in the order provided
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- This is the confidence of the entity, in comparison to all of the other entities. Essentially, the likelihood that this entity will be randomly encountered.
Other, Optional Fields
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. default true name combination
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