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[1711.11508] Calculating Semantic Similarity between Academic Articles using Topic Event and Ontology
Determining semantic similarity between academic documents is crucial to many tasks such as plagiarism detection, automatic technical survey and semantic search. Current studies mostly focus on semantic similarity between concepts, sentences and short text fragments. However, document-level semantic matching is still based on statistical information in surface level, neglecting article structures and global semantic meanings, which may cause the deviation in document understanding. In this paper, we focus on the document-level semantic similarity issue for academic literatures with a novel method. We represent academic articles with topic events that utilize multiple information profiles, such as research purposes, methodologies and domains to integrally describe the research work, and calculate the similarity between topic events based on the domain ontology to acquire the semantic similarity between articles. Experiments show that our approach achieves significant performance compared to state-of-the-art methods.
document  semantic  similarity 
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Amazingly humbled.

wins Design Firm of the Year by .

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16.

And that is from *both* houses of parliament.
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from what I'm hearing, "from what I'm hearing" isn't really how journalism works.

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10 Year Futures (vs. What's Happening Now) - YouTube
The personal computer S-curve gave us 1.5 billion PCs and 3 billion people online, and now the smartphone S-curve is giving a computer to everyone on earth. So today, we have two innovation conversations: First, what can we build on the billion-scale platforms we have, what new models can we create,
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(429) https://twitter.com/i/web/status/938740389615472640
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Aftonbladet har lite väl grovkornig humor ibland. Just nu:
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9 days ago by pelles
Riyogems on Twitter: "#mompreneur #instafood #ametrine #dream #bohemian #wireweaving #riyogems #jewellery #gemstone #handcrafted #alloy #ring #multi #multi #loved… https://t.co/8U35UpjOds"
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— Riyogems (@Riyogems) December 7, 2017
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🙌🤓📖✨ Yay! ❤️seeing our new Book out in the world being using like here at an Activism workshop…
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Helt enig. Danmark uden DR ville være et fattigere land.
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Helt enig. Danmark uden DR ville være et fattigere land.
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Why Now—More than Ever—We Must Live by Leave No Trace
"Explore and find new experiences at lower elevations and all will benefit.”
buzz  adirondacks  conservation  wilderness  forestpreserve  editorial 
9 days ago by adirondacks
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