Deep Attention Diffusion Graph Neural Networks for Text Classification

no code implementations • EMNLP 2021 • Yonghao Liu, Renchu Guan, Fausto Giunchiglia, Yanchun Liang, Xiaoyue Feng

Text classification is a fundamental task with broad applications in natural language processing.

Deep Attention text-classification +1

Time-aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering

no code implementations • 24 Feb 2023 • Yonghao Liu, Di Liang, Fang Fang, Sirui Wang, Wei Wu, Rui Jiang

For each given question, TMA first extracts the relevant concepts from the KG, and then feeds them into a multiway adaptive module to produce a \emph{temporal-specific} representation of the question.

Graph Question Answering Knowledge Graphs +1