태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
Knowledge base completion is the task which automatically infers missing facts by reasoning about the information already present in the knowledge base. A knowledge base is a collection of relational facts, often represented in the form of "subject", "relation", "object"-triples.
출처에 같은 태스크 이름으로 연결된 데이터셋입니다. 동명 태스크가 포함될 수 있으므로, 비교할 때는 평가 결과의 조건도 확인하세요.
The Aristo Tuple KB contains a collection of high-precision, domain-targeted (subject,relation,object) tuples extracted from text using a high-precision extraction pipeline, and guided by domain vocabulary constraints. The dataset was introduced by the paper Domain-Targeted, High Precision Knowledge Extraction.
ZeroKBC is comprehensive benchmark that covers all scenarios of zero-shot Knowledge Base Completion (KBC) task. It has 3 zero-shot scenarios with 8 fine-grained settings. Source: ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion Image Source: https://arxiv.org/pdf/2212.03091v1.pdf
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.