Hanyu Duan

Learning Numeracy: A Simple Yet Effective Number Embedding Approach Using Knowledge Graph

2021

Numeracy plays a key role in natural language understanding. However, existing NLP approaches, either traditional word2vec approach or contextualized transformer-based language models, fail to learn numeracy. As the result, the performance of these models is …