Nikola Milosevic

According to our database, Nikola Milosevic authored at least 31 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Embedding Safety into RL: A New Take on Trust Region Methods.

Nikola Milosevic, Johannes Müller, Nico Scherf

CoRR, 2024

Fact Finder - Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs.

Daniel Steinigen, Roman Teucher, Timm Heine Ruland, Max Rudat, Nicolas Flores-Herr, Peter Fischer, Nikola Milosevic, Christopher Schymura, Angelo Ziletti

CoRR, 2024

Scientific QA System with Verifiable Answers.

Adela Ljajic, Milos Kosprdic, Bojana Basaragin, Darija Medvecki, Lorenzo Cassano, Nikola Milosevic

CoRR, 2024

Open Problem: Active Representation Learning.

Nikola Milosevic, Gesine Müller, Jan Huisken, Nico Scherf

CoRR, 2024

Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable Answers.

Milos Kosprdic, Adela Ljajic, Bojana Basaragin, Darija Medvecki, Nikola Milosevic

CoRR, 2024

Multilingual transformer and BERTopic for short text topic modeling: The case of Serbian.

Darija Medvecki, Bojana Basaragin, Adela Ljajic, Nikola Milosevic

CoRR, 2024

De-identification of clinical free text using natural language processing: A systematic review of current approaches.

Aleksandar Kovacevic, Bojana Basaragin, Nikola Milosevic, Goran Nenadic

Artif. Intell. Medicine, 2024

From zero to hero: Harnessing transformers for biomedical named entity recognition in zero- and few-shot contexts.

Milos Kosprdic, Nikola Prodanovic, Adela Ljajic, Bojana Basaragin, Nikola Milosevic

Artif. Intell. Medicine, 2024

Scientific Claim Verification with Fine-Tuned NLI Models.

Milos Kosprdic, Adela Ljajic, Darija Medvecki, Bojana Basaragin, Nikola Milosevic

Proceedings of the 16th International Joint Conference on Knowledge Discovery, 2024

How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions.

Bojana Basaragin, Adela Ljajic, Darija Medvecki, Lorenzo Cassano, Milos Kosprdic, Nikola Milosevic

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2023

Comparison of biomedical relationship extraction methods and models for knowledge graph creation.

Nikola Milosevic, Wolfgang Thielemann

J. Web Semant., 2023

A Survey of Resources and Methods for Natural Language Processing of Serbian Language.

Ulfeta A. Marovac, Aldina R. Avdic, Nikola Lj. Milosevic

CoRR, 2023

2022

Relationship extraction for knowledge graph creation from biomedical literature.

Nikola Milosevic, Wolfgang Thielemann

CoRR, 2022

2020

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

Nikola Milosevic, Gangamma Kalappa, Hesam Dadafarin, Mahmoud Azimaee, Goran Nenadic

CoRR, 2020

2019

A framework for information extraction from tables in biomedical literature.

Nikola Milosevic, Cassie Gregson, Robert Hernandez, Goran Nenadic

Int. J. Document Anal. Recognit., 2019

Deep learning guided Android malware and anomaly detection.

Nikola Milosevic, Junfan Huang

CoRR, 2019

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

Maksim Belousov, Nikola Milosevic, Ghada Alfattni, Haifa Alrdahi, Goran Nenadic

CoRR, 2019

From Web Crawled Text to Project Descriptions: Automatic Summarizing of Social Innovation Projects.

Nikola Milosevic, Dimitar Marinov, Abdullah Gök, Goran Nenadic

Proceedings of the Natural Language Processing and Information Systems, 2019

Using machine learning and text mining to classify fuzzy social science phenomenon: the case of social innovation.

Abdullah Gök, Nikola Milosevic, Goran Nenadic

Proceedings of the 17th International Conference on Scientometrics and Informetrics, 2019

2018

A multi-layered approach to information extraction from tables in biomedical documents.

Nikola Milosevic

PhD thesis, 2018

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

Nikola Milosevic, Goran Nenadic

CoRR, 2018

Classification of Intangible Social Innovation Concepts.

Nikola Milosevic, Abdullah Gök, Goran Nenadic

Proceedings of the Natural Language Processing and Information Systems, 2018

2017

Machine learning aided Android malware classification.

Nikola Milosevic, Ali Dehghantanha, Kim-Kwang Raymond Choo

Comput. Electr. Eng., 2017

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

Maksim Belousov, Nikola Milosevic, William G. Dixon, Goran Nenadic

Proceedings of the 2017 Text Analysis Conference, 2017

Extraction of Drug-Drug Interactions from Drug Product Labeling Tables.

Nikola Milosevic, Anay Gupta, Austin Chen, Steven DeMarco, Joshua P. Le, Jodi Schneider, Yifan Ning, Goran Nenadic, Richard D. Boyce

Proceedings of the Summit on Clinical Research Informatics, 2017

2016

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

Nikola Milosevic, Goran Nenadic

CoRR, 2016

Equity forecast: Predicting long term stock price movement using machine learning.

Nikola Milosevic

CoRR, 2016

Marvin: Semantic annotation using multiple knowledge sources.

Nikola Milosevic

CoRR, 2016

Disentangling the Structure of Tables in Scientific Literature.

Nikola Milosevic, Cassie Gregson, Robert Hernandez, Goran Nenadic

Proceedings of the Natural Language Processing and Information Systems, 2016

Extracting Patient Data from Tables in Clinical Literature - Case Study on Extraction of BMI, Weight and Number of Patients.

Nikola Milosevic, Cassie Gregson, Robert Hernandez, Goran Nenadic

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2012

Stemmer for Serbian language

Nikola Milosevic

CoRR, 2012