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个人简介
My principal research interest concerns the role of background knowledge for filling gaps in human communication. I am leading the development of the Commonsense Knowledge Graph (CSKG), a resource which consolidates existing sources into a harmonized representation. CSKG allows us to enhance language models for zero-shot Question Answering with more knowledge, precisely select relevant subsets, or perform explainable inference. I am also heavily involved in the development of the Knowledge Graph ToolKit (KGTK) - a comprehensive set of operations for working with modern, hyperrelational graphs like Wikidata. In the past year, I worked together with around 10 Ph.D. and Master students, and collaborated with researchers at CMU, Bosch Research, RPI, etc. We have been publishing this work in top-tier venues like AAAI, EMNLP, and ISWC.
研究兴趣
论文共 98 篇作者统计合作学者相似作者
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2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2024)
arxiv(2024)
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Transactions of the Association for Computational Linguistics (2024): 1063-1086
AAAI 2024no. 21 (2024): 23805-23807
SEMANTIC WEBno. 3 (2024): 877-896
WWW '24 Companion Proceedings of the ACM on Web Conference 2024pp.1831-1840, (2024)
Transactions on Graph Data and Knowledgeno. 1 (2024): 5:1-5:23
Neurosymbolic Artificial Intelligencepp.1-24, (2024)
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作者统计
#Papers: 97
#Citation: 886
H-Index: 20
G-Index: 28
Sociability: 5
Diversity: 0
Activity: 3
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