16 citations · 28 across the 5 of their papers we have counts for
3 papers · 1 filter
TopExNet: Entity-Centric Network Topic Exploration in News Streams
Andreas Spitz, Satya Almasian, Michael Gertz
The recent introduction of entity-centric implicit network representations of unstructured text offers novel ways for exploring entity relations in document collections and streams…
Retrieving Multi-Entity Associations: An Evaluation of Combination Modes for Word Embeddings
Gloria Feher, Andreas Spitz, Michael Gertz
Word embeddings have gained significant attention as learnable representations of semantic relations between words, and have been shown to improve upon the results of traditional w…
Word Embeddings for Entity-annotated Texts
Satya Almasian, Andreas Spitz, Michael Gertz
Learned vector representations of words are useful tools for many information retrieval and natural language processing tasks due to their ability to capture lexical semantics. How…