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Zuyu Zhao

3 accepted papers

2023

One-Model-Connects-All: A Unified Graph Pre-Training Model for Online Community Modeling

EMNLP 2023long findings

Online community is composed of communities, users, and user-generated textual content, with rich information that can help us solve social problems. Previous research hasn't fully utilized these three components and the relationship among them. What's more, they can't adapt to a wide range of downs…

Cited by 0SourceScholar
2023

Unleashing the Power of Language Models in Text-Attributed Graph

EMNLP 2023long findings

Representation learning on graph has been demonstrated to be a powerful tool for solving real-world problems. Text-attributed graph carries both semantic and structural information among different types of graphs. Existing works have paved the way for knowledge extraction of this type of data by lev…

Cited by 0SourceScholar
2022

Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning

COLING 2022main

Document-level relation extraction aims to recognize relations among multiple entity pairs from a whole piece of article. Recent methods achieve considerable performance but still suffer from two challenges: a) the relational entity pairs are sparse, b) the representation of entity pairs is insuffic…

Cited by 8SourcePDFScholar