Mohsen Tabasi

Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task

As a recent development in few-shot learning, prompt-based techniques have demonstrated promising potential in a variety of natural language processing tasks. However, despite proving competitive on most tasks in the GLUE and SuperGLUE benchmarks, existing prompt-based techniques fail on the semanti…