Jyun‐Yu Jiang

Entity-driven Type Hierarchy Construction for Freebase

2015

The hierarchical structure of a knowledge base system can lead to various valuable applications; however, many knowledge base systems do not have such property. In this paper, we propose an entity-driven approach to automatically construct …

Learning to Represent Human Motives for Goal-directed Web Browsing

2021

Motives or goals are recognized in psychology literature as the most fundamental drive that explains and predicts why people do what they do, including when they browse the web. Although providing enormous value, these higher-ordered …

G<scp>otta</scp>: Generative Few-shot Question Answering by Prompt-based Cloze Data Augmentation

2023 · Society for Industrial and Applied Mathematics eBooks

Few-shot question answering (QA) aims at precisely discovering answers to a set of questions from context passages while only a few training samples are available. Although existing studies have made some progress and can usually …