Papers with Generative Lexicon
Automatically Extracting Qualia Relations for the Rich Event Ontology (C18-1)
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| Challenge: | a new study uses qualia relations extracted from the Suggested Upper Merged Ontology to extract information about entities . human annotators find qualia relationships and origins of the information to be reasonable . |
| Approach: | They propose to extract qualia from the Generative Lexicon to extract quealia . they assume the theoretical framework of the Generative Lexicons . |
| Outcome: | The proposed method extracts information from the Suggested Upper Merged Ontology (SUMO) human annotators find the extracted information to be reasonable, the authors show . |
GLAMR: Augmenting AMR with GL-VerbNet Event Structure (2024.lrec-main)
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Jingxuan Tu, Timothy Obiso, Bingyang Ye, Kyeongmin Rim, Keer Xu, Liulu Yue, Susan Windisch Brown, Martha Palmer, James Pustejovsky
| Challenge: | Abstract Meaning Representation (AMR) is a general-purpose semantic encoding for language. |
| Approach: | They propose an AMR interpretation of Generative Lexicon semantic components using a verb-net-encoded verb-node graph. |
| Outcome: | The proposed extension is compatible with current AMR specification and can be automated. |