Jiaqing Liang
Scholar

Jiaqing Liang

Google Scholar ID: g5ZnsAYAAAAJ
Fudan University
knowledge graphdeep learning
Citations & Impact
All-time
Citations
1,650
 
H-index
21
 
i10-index
39
 
Publications
20
 
Co-authors
2
list available
Resume (English only)
Academic Achievements
  • Bootstrapping Information Extraction via Conceptualization, ICDE 2021
  • Probase+: Inferring Missing Links in Conceptual Taxonomies, TKDE 2017
  • Graph-Based Wrong IsA Relation Detection in a Large-Scale Lexical Taxonomy, AAAI 2017
  • On the Transitivity of Hypernym-Hyponym Relations in Data-Driven Lexical Taxonomies, AAAI 2017
  • How to Keep a Knowledge Base Synchronized with Its Encyclopedia Source, IJCAI 2017
  • Language Models as Knowledge Embeddings, IJCAI 2022
  • Prototypical Concept Representation, TKDE 2022
  • Towards Fine-grained Concept Generation, TKDE 2021
  • Revisiting the Negative Data of Distantly Supervised Relation Extraction, ACL/IJCNLP 2021
  • CN-DBpedia2: An Extraction and Verification Framework for Enriching Chinese Encyclopedia Knowledge Base, Data Intell. 2019
  • Towards the Completion of a Domain-Specific Knowledge Base with Emerging Query Terms, ICDE 2019
  • Short Text Entity Linking with Fine-grained Topics, CIKM 2018
  • XMLValue: XML Configuration Attribute Value Recommendation, COMPSAC 2017
  • Visualizable or Non-visualizable? Exploring the Visualizability of Concepts in Multi-modal Knowledge Graph, DASFAA 2022
  • Knowing What I Don't Know: A Generation Assisted Rejection Framework in Knowledge Base Question Answering, DASFAA 2022
  • Semantic-Based Data Augmentation for Math Word Problems, DASFAA 2022
  • A Context-Enhanced Generate-then-Evaluate Framework for Chinese Abbreviation Prediction, CIKM 2022
Research Experience
  • Postdoctoral researcher in School of Computer Science, Fudan University, 2020-2022.
Education
  • Ph.D., School of Computer Science, Fudan University, 2015-2020; B.S., School of Computer Science, Fudan University, 2011-2015.
Background
  • Research Interests: Knowledge Graph, Deep Learning; Profile: Assistant Professor at School of Data Science, Fudan University.