Search Results for author: Subburam Rajaram

Found 2 papers, 1 papers with code

Neural Relation Extraction Within and Across Sentence Boundaries

1 code implementation • 11 Oct 2018 • Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy, Thomas Runkler

iDepNN models the shortest and augmented dependency paths via recurrent and recursive neural networks to extract relationships within (intra-) and across (inter-) sentence boundaries.

Ranked #1 on Relation Extraction on MUC6

Relation Relation Extraction +1

Paper
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Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time

no code implementations • NAACL 2018 • Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy

We also introduce a metric (named as SPAN) to quantify the capability of dynamic topic model to capture word evolution in topics over time.

Dynamic Topic Modeling

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