Survey of temporal information retrieval and related applications
Temporal information retrieval has been a topic of great interest in recent years. Its purpose
is to improve the effectiveness of information retrieval methods by exploiting temporal …
is to improve the effectiveness of information retrieval methods by exploiting temporal …
Hyte: Hyperplane-based temporally aware knowledge graph embedding
Abstract Knowledge Graph (KG) embedding has emerged as an active area of research
resulting in the development of several KG embedding methods. Relational facts in KG often …
resulting in the development of several KG embedding methods. Relational facts in KG often …
Deep learning approaches for fashion knowledge extraction from social media: a review
Fashion knowledge encourages people to properly dress and faces not only physiological
necessity of users, but also the requirement of social practices and activities. It usually …
necessity of users, but also the requirement of social practices and activities. It usually …
YAGO2: A spatially and temporally enhanced knowledge base from Wikipedia
We present YAGO2, an extension of the YAGO knowledge base, in which entities, facts, and
events are anchored in both time and space. YAGO2 is built automatically from Wikipedia …
events are anchored in both time and space. YAGO2 is built automatically from Wikipedia …
New regularized algorithms for transductive learning
PP Talukdar, K Crammer - Machine Learning and Knowledge Discovery in …, 2009 - Springer
We propose a new graph-based label propagation algorithm for transductive learning. Each
example is associated with a vertex in an undirected graph and a weighted edge between …
example is associated with a vertex in an undirected graph and a weighted edge between …
Scalable knowledge harvesting with high precision and high recall
N Nakashole, M Theobald, G Weikum - … on Web search and data mining, 2011 - dl.acm.org
Harvesting relational facts from Web sources has received great attention for automatically
constructing large knowledge bases. Stateof-the-art approaches combine pattern-based …
constructing large knowledge bases. Stateof-the-art approaches combine pattern-based …
From information to knowledge: harvesting entities and relationships from web sources
G Weikum, M Theobald - Proceedings of the twenty-ninth ACM SIGMOD …, 2010 - dl.acm.org
There are major trends to advance the functionality of search engines to a more expressive
semantic level. This is enabled by the advent of knowledge-sharing communities such as …
semantic level. This is enabled by the advent of knowledge-sharing communities such as …
Defacto—temporal and multilingual deep fact validation
One of the main tasks when creating and maintaining knowledge bases is to validate facts
and provide sources for them in order to ensure correctness and traceability of the provided …
and provide sources for them in order to ensure correctness and traceability of the provided …
Coupled temporal scoping of relational facts
Recent research has made significant advances in automatically constructing knowledge
bases by extracting relational facts (eg, Bill Clinton-presidentOf-US) from large text corpora …
bases by extracting relational facts (eg, Bill Clinton-presidentOf-US) from large text corpora …
Knowledge harvesting in the big-data era
F Suchanek, G Weikum - Proceedings of the 2013 ACM SIGMOD …, 2013 - dl.acm.org
The proliferation of knowledge-sharing communities such as Wikipedia and the progress in
scalable information extraction from Web and text sources have enabled the automatic …
scalable information extraction from Web and text sources have enabled the automatic …