H
Hongming Zhang
Researcher at Hong Kong University of Science and Technology
Publications - 61
Citations - 1067
Hongming Zhang is an academic researcher from Hong Kong University of Science and Technology. The author has contributed to research in topics: Computer science & Commonsense knowledge. The author has an hindex of 11, co-authored 55 publications receiving 502 citations. Previous affiliations of Hongming Zhang include University of Pennsylvania.
Papers
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Proceedings ArticleDOI
Scalable Multiplex Network Embedding
TL;DR: This paper presents a scalable multiplex network embedding model to represent information of multi-type relations into a unified embedding space, and proposes one high-dimensional common embedding and a lower-dimensional additional embedding for each type of relation.
Proceedings ArticleDOI
Multilingual and Multi-Aspect Hate Speech Analysis
TL;DR: This paper presents a new multilingual multi-aspect hate speech analysis dataset and uses it to test the current state-of-the-art multilingual multitask learning approaches.
Proceedings ArticleDOI
ASER: A Large-scale Eventuality Knowledge Graph
TL;DR: ASER (activities, states, events, and their relations), a large-scale eventuality knowledge graph extracted from more than 11-billion-token unstructured textual data, is developed.
Proceedings ArticleDOI
Joint Constrained Learning for Event-Event Relation Extraction
TL;DR: This work proposes a joint constrained learning framework for modeling event-event relations that enforces logical constraints within and across multiple temporal and subevent relations by converting these constraints into differentiable learning objectives.
Proceedings ArticleDOI
TransOMCS: From Linguistic Graphs to Commonsense Knowledge
TL;DR: Experimental results demonstrate the transferability of linguistic knowledge to commonsense knowledge and the effectiveness of the proposed approach in terms of quantity, novelty, and quality.