Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  introduce a variation of the skip-gram model which jointly learns distributed word vector representations and their way of composing to form phrase embeddings. In particular,  propose a learning procedure that incorporates a phrase-compositionality function which can capture how  want to compose phrases vectors from their component word vectors. Our experiments show improvement in word and phrase similarity tasks as ll as syntactic tasks like dependency parsing using the proposed joint models.
['Xiaochang Peng', 'Daniel Gildea']
I am writing a research paper on a idea Exploring phrase-compositionality in skip-gram models
[{"from": "human", "value": "I am writing a research paper on a idea Exploring phrase-compositionality in skip-gram models"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  introduce a variation of the skip-gram model which jointly learns distributed word vector representations and their way of composing to form phrase embeddings. In particular,  propose a learning procedure that incorporates a phrase-compositionality function which can capture how  want to compose phrases vectors from their component word vectors. Our experiments show improvement in word and phrase similarity tasks as ll as syntactic tasks like dependency parsing using the proposed joint models."}]