Socret360/akara-android
Domaine:
natural language processingType de record:
software
Créateur:
Soc
Hôte:
The AKARA (អក្ខារា) project aims to give developers the power to easily add multi-language word suggestions support to their applications. AKARA Android brings this goal to life for Android developers.
# AKARA Android - Multi-Language Word Suggestions Toolkit for Android
The AKARA (អក្ខារា) project aims to give developers the power to easily add multi-language word suggestions support to their applications. AKARA Android brings this goal to life for Android developers.
## Language Support
- [x] Khmer
- [x] English
## Word Suggestions Approach
# Installing
### Step 1. Add the JitPack repository to your build file
```gradle
allprojects {
repositories {
...
maven { url 'jitpack.io' }
}
}
```
### Step 2. Add the dependency
```gradle
dependencies {
implementation 'com.github.Socret360:akara-android:Tag'
}
```
### Step 3. Use the package
```Kotlin
class MainActivity : AppCompatActivity() {
lateinit var akara: Akara
override fun onCreate(savedInstanceState: Bundle?) {
super.onCreate(savedInstanceState)
setContentView(R.layout.activity_main)
akara = Akara(this)
val sentence = "ឯងនេះមួយយប់ៗដេកខ្វល់រឿងអនាគតមិនដឹងធ្វើអីចិញ្ចឹមខ្លួនមួយនេះរស់"
akara.suggest(input, object: OnSuggestionListener {
override fun onCompleted(
suggestionType: SuggestionType?,
suggestions: List ,
sequences: List ,
words: List
) {
Log.d(TAG, "input: $input")
Log.d(TAG, "sequences: $sequences")
Log.d(TAG, "words: $words")
Log.d(TAG, "suggestions: ${suggestions.take(3)}")
Log.d(TAG, "suggestion_type: $suggestionType")
Log.d(TAG, "======")
}
override fun onError() {
Log.d(TAG, "$input: Cannot provide suggestions")
}
})
}
}
```
# Credits
### Sequence Breaker:
- Using simple space splitting and MLKit Language Identification to determine sequence language.
### WordBreaker:
- Khmer: Deep Learning (LSTM) based on Joint Khmer Word Segmentation and Part-of-Speech Tagging Using Deep Learning from github.com.
- English: Simple space spliting.
### Auto Completion
- Khmer: Prefix Tree (a.k.a Trie) with dictionaries from github.com.
- English: Prefix Tree (a.k.a Trie) with dictionary from github. …