Proceedings of the Semantic Web Challenge on Knowledge Base Construction from Pre-trained Language Models 2022 co-located with the 21st International Semantic Web Conference (ISWC2022), Virtual Event, Hanghzou, China, October 2022 - researchr publication

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Sneha Singhania, Tuan-Phong Nguyen, Simon Razniewski, editors, Proceedings of the Semantic Web Challenge on Knowledge Base Construction from Pre-trained Language Models 2022 co-located with the 21st International Semantic Web Conference (ISWC2022), Virtual Event, Hanghzou, China, October 2022. Volume 3274 of CEUR Workshop Proceedings, CEUR-WS.org, 2022. [doi]

Conference: kbclm2022

Abstract is missing.

Challenge Overview1-10 [doi]

Prompting as Probing: Using Language Models for Knowledge Base ConstructionDimitrios Alivanistos, Selene Baez Santamaría, Michael Cochez, Jan-Christoph Kalo, Emile van Krieken, Thiviyan Thanapalasingam. 11-34 [doi]

Task-specific Pre-training and Prompt Decomposition for Knowledge Graph Population with Language ModelsTianyi Li, Wenyu Huang, Nikos Papasarantopoulos, Pavlos Vougiouklis, Jeff Z. Pan. 35-45 [doi]

Knowledge Base Construction from Pre-trained Language Models by Prompt learningXiao Ning, Remzi Celebi. 46-54 [doi]

Prompt Design and Answer Processing for Knowledge Base Construction from Pre-trained Language ModelsXiao Fang, Alexander Kalinowski, Haoran Zhao, Ziao You, Yuhao Zhang, Yuan An. 55-66 [doi]

Manual Prompt Generation For Language Model ProbingSumit Dalal, Abhisek Sharma, Sarika Jain 0001, Mayank Dave. 67-76 [doi]

runs on WebDSL