So as you know, we can extract BERT features of word in a sentence. My question is, can we also extract word features that are not included in a sentence? For example, bert features of single words such as "dog", "human", etc.
Related Questions in WORD-EMBEDDING
- Attempting to bind Guzzle Curl Client to Laravel's Service Container -- then Type Hint the Client Fails when attempting to __construct()
- Can not access the 3rd table in laravel 5 in 3 tables have relationships
- No laravel sync folders in homestead vagrant on windows
- How to use where date(timeline) in Laravel Query Builder
- Laravel Eloquent "Many-to-Many-to-One ?"
- Laravel: Locale Session: Controller gets Parameter to change it but it cant. U have to hardcode it
- Stopping an infinite loop process in vagrant
- Insert multiple rows in Laravel
- laravel full-text search with multiple keywords together
- Laravel : Saving a belongsToMany relationship
Related Questions in BERT-LANGUAGE-MODEL
- Attempting to bind Guzzle Curl Client to Laravel's Service Container -- then Type Hint the Client Fails when attempting to __construct()
- Can not access the 3rd table in laravel 5 in 3 tables have relationships
- No laravel sync folders in homestead vagrant on windows
- How to use where date(timeline) in Laravel Query Builder
- Laravel Eloquent "Many-to-Many-to-One ?"
- Laravel: Locale Session: Controller gets Parameter to change it but it cant. U have to hardcode it
- Stopping an infinite loop process in vagrant
- Insert multiple rows in Laravel
- laravel full-text search with multiple keywords together
- Laravel : Saving a belongsToMany relationship
Related Questions in LATENT-SEMANTIC-ANALYSIS
- Attempting to bind Guzzle Curl Client to Laravel's Service Container -- then Type Hint the Client Fails when attempting to __construct()
- Can not access the 3rd table in laravel 5 in 3 tables have relationships
- No laravel sync folders in homestead vagrant on windows
- How to use where date(timeline) in Laravel Query Builder
- Laravel Eloquent "Many-to-Many-to-One ?"
- Laravel: Locale Session: Controller gets Parameter to change it but it cant. U have to hardcode it
- Stopping an infinite loop process in vagrant
- Insert multiple rows in Laravel
- laravel full-text search with multiple keywords together
- Laravel : Saving a belongsToMany relationship
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?
Popular Tags
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
The very first layer of BERT is a static embeddings table, so you can use it as any other embeddings table and embeddings for words (or more frequently subwords) that BERT uses input to the first self-attentive layer. The static embeddings are only comparable with each other, not with the standard contextual embeddings. If need them comparable embeddings, you can try passing single-word sentences to BERT, but note that this will be an embeddings of a single-word sentenece, not the word in general.
However, BERT is a sentence-level model that is supposed to get embeddings of words in context. It is not designed for static word embeddings, and methods specifically designed for static word embeddings (such as FastText) would certainly get better results.