TaxoClass: Hierarchical Multi-Label Text Classification Using Only Class Names

no code implementations • NAACL 2021 • Jiaming Shen, Wenda Qiu, Yu Meng, Jingbo Shang, Xiang Ren, Jiawei Han

Hierarchical multi-label text classification (HMTC) aims to tag each document with a set of classes from a taxonomic class hierarchy.

Multi Label Text Classification Multi-Label Text Classification +3

SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery

no code implementations • EMNLP 2020 • Jiaming Shen, Wenda Qiu, Jingbo Shang, Michelle Vanni, Xiang Ren, Jiawei Han

To facilitate the research on studying the interplays of these two tasks, we create the first large-scale Synonym-Enhanced Set Expansion (SE2) dataset via crowdsourcing.

Benchmark Visual Question Answer Models by using Focus Map

no code implementations • 13 Jan 2018 • Wenda Qiu, Yueyang Xianzang, Zhekai Zhang

This paper purposed a method for evaluating it.

Visual Reasoning