LINSPECTOR
Beta-version (Currently under test)
Language Inspector
LINSPECTOR is a multilingual inspector to analyze word representations of your pre-trained AllenNLP models, HuggingFace's Transformers models or static embeddings for 52 languages.
Get Started Demo VideoFile Types
LINSPECTOR supports a number of AllenNLP Transformers models, HuggingFace's Transformers models and static embeddings files. Learn more.
- AllenNLP Archive
.tar.gz BiaffineDependencyParserCrfTaggerESIMSimpleTagger- HuggingFace's Transformers (PyTorch)
.zip ALBERTBERTCTRLCamemBERTDistilBERTOpenAI GPTOpenAI GPT2RoBERTaTransformer-XLXLMXLNet- Static Embeddings
.vec
Languages 52*
LINSPECTOR provides probing tasks for a diverse set of languages. Every language has a different set of available tasks.
- Afrikaans*
- Ancient Greek*
- Arabic
- Armenian
- Bambara*
- Basque
- Bulgarian
- Catalan
- Chinese*
- Coptic*
- Croatian*
- Czech
- Danish
- Dutch
- English
- Estonian
- Finnish
- French
- Galician*
- German
- Gothic*
- Greek
- Hebrew*
- Hindi*
- Hungarian
- Indonesian*
- Irish*
- Italian
- Japanese*
- Korean*
- Latin*
- Latvian*
- Macedonian⁺
- Northern Sami*
- Norwegian*
- Old Church Slavonic*
- Persian*
- Polish
- Portuguese
- Quechuan⁺
- Romanian
- Russian
- Serbian
- Serbo-Croatian⁺
- Slovak*
- Slovenian*
- Spanish
- Swedish
- Turkish
- Ukrainian*
- Urdu*
- Vietnamese
- * The marked languages are only supported by the contextual probing tasks. 49 languages are supported.
- ⁺ The marked languages are only supported by the static probing tasks. 28 languages are supported.
Probing Tasks 22*
Probing tasks analyze pre-trained embeddings for a single linguistic feature such as case marking, gender, person, or tense. Learn more.
- Animacy*
- Aspect*
- Case Marking
- Comparison
- Definiteness*
- Evidentiality*
- Finiteness*
- Gender
- Mood
- Morphological Feature Count
- Number
- Odd Morphological Feature⁺
- Person
- Polarity
- POS
- Possession
- Pseudoword⁺
- Shared Morphological Feature⁺
- Tense
- Valency*
- Voice
- Word Length
- * The marked probing tasks are only available in the contextual dataset. 19 probing tasks are contextual.
- ⁺ The marked probing tasks are only available in the static dataset. 16 probing tasks are static.