Li Zhenzhen

Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text

Few-shot relation classification is difficult because the few instances available may not represent well the relation patterns. Some existing approaches explored extra information such as relation definition, in addition to the instances, to learn a better relation representation. However, the encod…