A previous study proposed a commonsense knowledge base completion (CKB completion) method that predicts a confidence score of triplet-style knowledge for improving the coverage of CKBs. To improve the accuracy of CKB completion and expand the size of CKBs, we formulate a new commonsense knowledge...
Commonsense Knowledge Base Completion 2016. Commonsense knowledge base completion. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics, Berlin, Germany, pages 1445-1455. ... L Xiang,A Taheri,L ...
Commonsense Knowledge Base Completion with Structural and Semantic Context Code for the paper Commonsense Knowledge Base Completion with Structural and Semantic Context. Bibtex @article{malaviya2020commonsense, title={Commonsense Knowledge Base Completion with Structural and Semantic Context}, author={Malaviya...
This repository includes the source-code and dataset used in our CIKM2022 paper titled 'Commonsense Knowledge Base Completion with Relational Graph Attention Network and Pre-trained Language Model'. - DeqingYang/CKBC
narratives and, potentially, more accurate event extraction [95]. Given the evidence provided in the following sentences, a component that can reason about action completion would, for example, enhance the reading comprehension of stories. We observe that such knowledge is frequently stated in ...
Commonsense Knowledge Base Completion with Structural and Semantic ContextAutomatic KB completion for commonsense knowledge graphs (e.g., ATOMIC and ConceptNet) poses unique challenges compared to the much studied conventional knowledge bases (e.g., Freebase). Commonsense knowledge graphs use free-form ...
Many commonsense knowledge graphs (CKGs) still suffer from incompleteness although they have been applied in many natural language processing tasks successfully. Due to the scale and sparsity of CKGs, existing knowledge base completion models are not still competent for CKGs. In this paper, we ...
Commonsense Knowledge Base Completion with Structural and Semantic Contextdoi:10.1609/AAAI.V34I03.5684Chaitanya MalaviyaChandra BhagavatulaAntoine BosselutYejin ChoiAssociation for the Advancement of Artificial Intelligence (AAAI)National Conference on Artificial Intelligence...
shaoxiongji / knowledge-graphs Star 1.6k Code Issues Pull requests A collection of research on knowledge graphs natural-language-processing information-retrieval paper survey knowledge-graph question-answering representation-learning cross-modal knowledge-graph-completion ner dialogue-systems reasoning relat...
Existing machines have knowledge but lack commonsense because they do not understand and master commonsense knowledge in the same way that humans do. In the latest works, crowdsourcing-based method is costly and has low coverage, knowledge base completion method can highly fit samples, and methods ...