https://github.com/ruggi/linguo
Go NLP library based on Freeling
https://github.com/ruggi/linguo
golang library nlp
Last synced: about 1 year ago
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Go NLP library based on Freeling
- Host: GitHub
- URL: https://github.com/ruggi/linguo
- Owner: ruggi
- License: gpl-3.0
- Created: 2017-06-18T14:58:32.000Z (about 9 years ago)
- Default Branch: master
- Last Pushed: 2017-09-29T23:10:09.000Z (over 8 years ago)
- Last Synced: 2025-04-12T18:17:12.734Z (about 1 year ago)
- Topics: golang, library, nlp
- Language: Go
- Homepage:
- Size: 75.2 KB
- Stars: 11
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Linguo
Linguo is a Go [Natural Language Processing](https://en.wikipedia.org/wiki/Natural_language_processing) library.
Linguo is based on [go-freeling](https://github.com/advancedlogic/go-freeling), which is a port of [Freeling](http://nlp.lsi.upc.edu/freeling/). Linguo started as an attempt to clean up and improve go-freeling, adding more features on top of it.
This is still a WIP and more documentation will follow.
## Usage
`go get -u github.com/ruggi/linguo`
```
import "github.com/ruggi/linguo"
...
engine := linguo.NewEngine()
engine.InitNLP("./data", "en")
result := engine.NLP.Workflow("Linguo was a grammar-correcting robot created by Lisa Simpson.")
...
```
Note: Linguo uses [MITIE](https://github.com/mit-nlp/MITIE) for entity extraction, so be sure to have it installed. On MacOS you can just install it with Homebrew:
```
$ brew install mitie
```
TBC
## Examples
See `examples/example.go`.
```
$ go run examples/example.go
Sentence: "Linguo was a grammar-correcting robot created by Lisa_Simpson ."
Entities:
* [NP] Linguo (linguo) 1.0000%
* [VBD] was (be) 1.0000%
* [DT] a (a) 0.5000%
* [VBG] grammar-correcting (grammar-correcting) 1.0000%
* [NN] robot (robot) 1.0000%
* [VBN] created (create) 0.8027%
* [IN] by (by) 0.9972%
* [NP] Lisa_Simpson (lisa_simpson) 1.0000%
* [Fp] . (.) 1.0000%
Sentence: "It is from the eighteenth episode of Season_12 ."
Entities:
* [PRP] It (it) 1.0000%
* [VBZ] is (be) 1.0000%
* [IN] from (from) 1.0000%
* [DT] the (the) 1.0000%
* [JJ] eighteenth (18) 0.6002%
* [NN] episode (episode) 1.0000%
* [IN] of (of) 0.9999%
* [NP] Season_12 (season_12) 1.0000%
* [Fp] . (.) 1.0000%
Entities:
* [PERSON] Linguo 0.6144
* [PERSON] Lisa Simpson 1.4056
Unknown entities:
* Season 12 (1)
```