Improving Lexical Embeddings with Semantic Knowledge

Abstract

A new learning objective that incorporates both a neural language model objective and prior knowledge from semantic resources to learn improved lexical semantic embeddings.

Introduction

In this paper, CBOW performs better than SGNS. So author focuses on the CBOW.

  1. PPDB
  2. WordNet
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