Problems With Evaluation of Word Embeddings Using Word Similarity Tasks

Manaal Faruqui, Yulia Tsvetkov, Pushpendre Rastogi +1

Lacking standardized extrinsic evaluation methods for vector representations of words, the NLP community has relied heavily on word similarity tasks as a proxy for intrinsic evalua…