Hiroaki Hayashi

Learning to Describe Phrases with Local and Global Contexts

2018 · arXiv (Cornell University)

When reading a text, it is common to become stuck on unfamiliar words and phrases, such as polysemous words with novel senses, rarely used idioms, internet slang, or emerging entities. If we humans cannot figure …

Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

2022 · ACM Computing Surveys

This article surveys and organizes research works in a new paradigm in natural language processing, which we dub “prompt-based learning.” Unlike traditional supervised learning, which trains a model to take in an input x and …

Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

2021 · arXiv (Cornell University)

This paper surveys and organizes research works in a new paradigm in natural language processing, which we dub "prompt-based learning". Unlike traditional supervised learning, which trains a model to take in an input x and …