Machine knowledge: Creation and curation of comprehensive knowledge bases

G Weikum, XL Dong, S Razniewski… - … and Trends® in …, 2021 - nowpublishers.com
Equip** machines with comprehensive knowledge of the world's entities and their
relationships has been a longstanding goal of AI. Over the last decade, large-scale …

Hiprompt: Few-shot biomedical knowledge fusion via hierarchy-oriented prompting

J Lu, J Shen, B **ong, W Ma, S Staab… - Proceedings of the 46th …, 2023 - dl.acm.org
Medical decision-making processes can be enhanced by comprehensive biomedical
knowledge bases, which require fusing knowledge graphs constructed from different …

Helix: Holistic optimization for accelerating iterative machine learning

D **n, S Macke, L Ma, J Liu, S Song… - arxiv preprint arxiv …, 2018 - arxiv.org
Machine learning workflow development is a process of trial-and-error: developers iterate on
workflows by testing out small modifications until the desired accuracy is achieved …

The role of" condition" a novel scientific knowledge graph representation and construction model

T Jiang, T Zhao, B Qin, T Liu, NV Chawla… - Proceedings of the 25th …, 2019 - dl.acm.org
Conditions play an essential role in scientific observations, hypotheses, and statements.
Unfortunately, existing scientific knowledge graphs (SciKGs) represent factual knowledge as …

An effective scholarly search by combining inverted indices and structured search with citation networks analysis

S Khalid, S Wu, A Wahid, A Alam, I Ullah - Ieee Access, 2021 - ieeexplore.ieee.org
The rapid growth in the number of scholarly documents on the Web and in other digital
platforms makes it challenging for researchers to find research publications most relevant to …

Entity set search of scientific literature: An unsupervised ranking approach

J Shen, J **ao, X He, J Shang, S Sinha… - The 41st International …, 2018 - dl.acm.org
Literature search is critical for any scientific research. Different from Web or general domain
search, a large portion of queries in scientific literature search are entity-set queries, that is …

Extracting fact-condition relation from geological papers via deep structured semantic model with multi-grained representation

Q Chen, H Yao, D Zhou, S Li, L Dong - Computers & Geosciences, 2023 - Elsevier
The fact-condition statement plays a significant role in the geological papers, where
geological theory or phenomenon as a fact is constrained by its precondition. This constraint …

Biomedical knowledge graphs construction from conditional statements

T Jiang, Q Zeng, T Zhao, B Qin, T Liu… - … ACM transactions on …, 2020 - ieeexplore.ieee.org
Conditions play an essential role in biomedical statements. However, existing biomedical
knowledge graphs (BioKGs) only focus on factual knowledge, organized as a flat relational …

[HTML][HTML] Fact-condition statements and super relation extraction for geothermic knowledge graphs construction

Q Chen, H Yao, S Li, X Li, X Kang, W Lai, J Kuang - Geoscience Frontiers, 2023 - Elsevier
Researchers utilize information from the geoscience literature to deduce the regional or
global geological evolution. Traditionally this process has relied on the labor of researchers …

Evidenceminer: Textual evidence discovery for life sciences

X Wang, Y Guan, W Liu, A Chauhan… - Proceedings of the …, 2020 - aclanthology.org
Traditional search engines for life sciences (eg, PubMed) are designed for document
retrieval and do not allow direct retrieval of specific statements. Some of these statements …