Word Embedding Retrieval Function

This function takes a word and an embedding matrix as input, and returns the embedding vector of the word.

Technology Stack : Fairseq

Code Type : Function

Code Difficulty : Intermediate

                
                    
def random_word_embedding(word, embedding_matrix):
    """
    This function takes a word and an embedding matrix, and returns the embedding vector of the word.
    """
    # Find the index of the word in the embedding matrix
    word_index = embedding_matrix.index(word)
    
    # Get the embedding vector of the word
    embedding_vector = embedding_matrix[word_index]
    
    return embedding_vector

# JSON representation of the code