Search Results for author: Sophia Katrenko

Found 4 papers, 0 papers with code

Tagging Funding Agencies and Grants in Scientific Articles using Sequential Learning Models

no code implementations WS 2017 Subhradeep Kayal, Zubair Afzal, George Tsatsaronis, Sophia Katrenko, Pascal Coupet, Marius Doornenbal, Michelle Gregory

In this paper we present a solution for tagging funding bodies and grants in scientific articles using a combination of trained sequential learning models, namely conditional random fields (CRF), hidden markov models (HMM) and maximum entropy models (MaxEnt), on a benchmark set created in-house.

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Using Local Alignments for Relation Recognition

no code implementations16 Jan 2014 Sophia Katrenko, Pieter Adriaans, Maarten van Someren

We give a definition of a local alignment (LA) kernel based on the Smith-Waterman score as a sequence similarity measure and proceed with a range of possibilities for computing similarity between elements of sequences.

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