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Semantics Altering Modifications for Evaluating Comprehension in Machine Reading

Dec 07, 2020
Viktor Schlegel, Goran Nenadic, Riza Batista-Navarro

* AAAI '21. 13 pages 

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An efficient representation of chronological events in medical texts

Oct 24, 2020
Andrey Kormilitzin, Nemanja Vaci, Qiang Liu, Hao Ni, Goran Nenadic, Alejo Nevado-Holgado

* 4 pages, 2 figures, 7 tables 

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Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models

May 29, 2020
Viktor Schlegel, Goran Nenadic, Riza Batista-Navarro

* 10 Pages 

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MASK: A flexible framework to facilitate de-identification of clinical texts

May 24, 2020
Nikola Milosevic, Gangamma Kalappa, Hesam Dadafarin, Mahmoud Azimaee, Goran Nenadic


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A Framework for Evaluation of Machine Reading Comprehension Gold Standards

Mar 10, 2020
Viktor Schlegel, Marco Valentino, André Freitas, Goran Nenadic, Riza Batista-Navarro

* In Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC 2020) 

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GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summaries

Sep 23, 2019
Maksim Belousov, Nikola Milosevic, Ghada Alfattni, Haifa Alrdahi, Goran Nenadic


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Extracting adverse drug reactions and their context using sequence labelling ensembles in TAC2017

May 28, 2019
Maksim Belousov, Nikola Milosevic, William Dixon, Goran Nenadic

* Text Analytics Conference 2017 
* Paper describing submission for TAC ADR shared task 

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From web crawled text to project descriptions: automatic summarizing of social innovation projects

May 22, 2019
Nikola Milosevic, Dimitar Marinov, Abdullah Gok, Goran Nenadic

* Preceeding of 24th International Conference on Applications of Natural Language to Information Systems (NLDB2019) 
* Keywords: Summarization, evaluation metrics, text mining, natural language processing, social innovation, SVM, neural networks Accepted for publication in Proceedings of 24th International Conference on Applications of Natural Language to Information Systems (NLDB2019) 

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A framework for information extraction from tables in biomedical literature

Feb 26, 2019
Nikola Milosevic, Cassie Gregson, Robert Hernandez, Goran Nenadic

* 2019, International Journal on Document Analysis and Recognition (IJDAR) 
* 24 pages 

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Creating a contemporary corpus of similes in Serbian by using natural language processing

Nov 22, 2018
Nikola Milosevic, Goran Nenadic

* 15 pages, submitted to journal Slovo, however, later withdrawn to correct. Additional work was not done on it, so it is still waiting to be extended. Output of the system can be seen here: http://ezbirka.starisloveni.com/. arXiv admin note: text overlap with arXiv:1605.06319 

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As Cool as a Cucumber: Towards a Corpus of Contemporary Similes in Serbian

May 20, 2016
Nikola Milosevic, Goran Nenadic

* Phrase modelling, simile extraction, language resource building, crowdsourcing 

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ManTIME: Temporal expression identification and normalization in the TempEval-3 challenge

Apr 30, 2013
Michele Filannino, Gavin Brown, Goran Nenadic

* 5 pages, 1 figure, 2 tables Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Seventh International Workshop on Semantic Evaluation (SemEval 2013) 

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