Nikola Milosevic

43 papers A* 1C 3Journal 31Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Fact Finder - Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs. EACL (System Demonstrations) Daniel Steinigen, Roman Teucher, Timm Heine Ruland, Max Rudat, Nicolas Flores-Herr, Peter Fischer, Nikola Milosevic, Christopher Schymura, Angelo Ziletti
2026	J	`jnl`	Stochastic Decision Horizons for Constrained Reinforcement Learning. CoRR Nikola Milosevic, Leonard Franz, Daniel Häufle, Georg Martius, Nico Scherf, Pavel Kolev
2026	J	`jnl`	VerifAI: A Verifiable Open-Source Search Engine for Biomedical Question Answering. IEEE Access Milos Kosprdic, Adela Ljajic, Bojana Basaragin, Darija Medvecki, Lorenzo Cassano, Nikola Milosevic
2025	J	`jnl`	Central Path Proximal Policy Optimization. CoRR Nikola Milosevic, Johannes Müller, Nico Scherf
2025	A*	`conf`	Embedding Safety into RL: A New Take on Trust Region Methods. ICML Nikola Milosevic, Johannes Müller, Nico Scherf
2025	J	`jnl`	Physical Embodiment Enables Information Processing Beyond Explicit Sensing in Active Matter. CoRR Diptabrata Paul, Nikola Milosevic, Nico Scherf, Frank Cichos
2025	J	`jnl`	The Geometry of Nonlinear Reinforcement Learning. CoRR Nikola Milosevic, Nico Scherf
2024	J	`jnl`	De-identification of clinical free text using natural language processing: A systematic review of current approaches. Artif. Intell. Medicine Aleksandar Kovacevic, Bojana Basaragin, Nikola Milosevic, Goran Nenadic
2024	J	`jnl`	Embedding Safety into RL: A New Take on Trust Region Methods. CoRR Nikola Milosevic, Johannes Müller, Nico Scherf
2024	J	`jnl`	Fact Finder - Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs. CoRR Daniel Steinigen, Roman Teucher, Timm Heine Ruland, Max Rudat, Nicolas Flores-Herr, Peter Fischer, Nikola Milosevic, Christopher Schymura, Angelo Ziletti
2024	J	`jnl`	From zero to hero: Harnessing transformers for biomedical named entity recognition in zero- and few-shot contexts. Artif. Intell. Medicine Milos Kosprdic, Nikola Prodanovic, Adela Ljajic, Bojana Basaragin, Nikola Milosevic
2024	—	`conf`	How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions. BioNLP@ACL Bojana Basaragin, Adela Ljajic, Darija Medvecki, Lorenzo Cassano, Milos Kosprdic, Nikola Milosevic
2024	J	`jnl`	How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions. CoRR Bojana Basaragin, Adela Ljajic, Darija Medvecki, Lorenzo Cassano, Milos Kosprdic, Nikola Milosevic
2024	J	`jnl`	Multilingual transformer and BERTopic for short text topic modeling: The case of Serbian. CoRR Darija Medvecki, Bojana Basaragin, Adela Ljajic, Nikola Milosevic
2024	J	`jnl`	Open Problem: Active Representation Learning. CoRR Nikola Milosevic, Gesine Müller, Jan Huisken, Nico Scherf
2024	—	`conf`	Scientific Claim Verification with Fine-Tuned NLI Models. KMIS Milos Kosprdic, Adela Ljajic, Darija Medvecki, Bojana Basaragin, Nikola Milosevic
2024	J	`jnl`	Scientific QA System with Verifiable Answers. CoRR Adela Ljajic, Milos Kosprdic, Bojana Basaragin, Darija Medvecki, Lorenzo Cassano, Nikola Milosevic
2024	J	`jnl`	Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable Answers. CoRR Milos Kosprdic, Adela Ljajic, Bojana Basaragin, Darija Medvecki, Nikola Milosevic
2023	J	`jnl`	Comparison of biomedical relationship extraction methods and models for knowledge graph creation. J. Web Semant. Nikola Milosevic, Wolfgang Thielemann
2023	J	`jnl`	De-identification of clinical free text using natural language processing: A systematic review of current approaches. CoRR Aleksandar Kovacevic, Bojana Basaragin, Nikola Milosevic, Goran Nenadic
2023	J	`jnl`	From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot Contexts. CoRR Milos Kosprdic, Nikola Prodanovic, Adela Ljajic, Bojana Basaragin, Nikola Milosevic
2022	J	`jnl`	Relationship extraction for knowledge graph creation from biomedical literature. CoRR Nikola Milosevic, Wolfgang Thielemann
2020	J	`jnl`	MASK: A flexible framework to facilitate de-identification of clinical texts. CoRR Nikola Milosevic, Gangamma Kalappa, Hesam Dadafarin, Mahmoud Azimaee, Goran Nenadic
2019	J	`jnl`	A framework for information extraction from tables in biomedical literature. CoRR Nikola Milosevic, Cassie Gregson, Robert Hernandez, Goran Nenadic
2019	J	`jnl`	A framework for information extraction from tables in biomedical literature. Int. J. Document Anal. Recognit. Nikola Milosevic, Cassie Gregson, Robert Hernandez, Goran Nenadic
2019	J	`jnl`	Deep learning guided Android malware and anomaly detection. CoRR Nikola Milosevic, Junfan Huang
2019	J	`jnl`	Extracting adverse drug reactions and their context using sequence labelling ensembles in TAC2017. CoRR Maksim Belousov, Nikola Milosevic, William G. Dixon, Goran Nenadic
2019	C	`conf`	From Web Crawled Text to Project Descriptions: Automatic Summarizing of Social Innovation Projects. NLDB Nikola Milosevic, Dimitar Marinov, Abdullah Gök, Goran Nenadic
2019	J	`jnl`	From web crawled text to project descriptions: automatic summarizing of social innovation projects. CoRR Nikola Milosevic, Dimitar Marinov, Abdullah Gök, Goran Nenadic
2019	J	`jnl`	GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summaries. CoRR Maksim Belousov, Nikola Milosevic, Ghada Alfattni, Haifa Alrdahi, Goran Nenadic
2019	—	`conf`	Using machine learning and text mining to classify fuzzy social science phenomenon: the case of social innovation. ISSI Abdullah Gök, Nikola Milosevic, Goran Nenadic
2018	—	`—`	A multi-layered approach to information extraction from tables in biomedical documents. Nikola Milosevic
2018	C	`conf`	Classification of Intangible Social Innovation Concepts. NLDB Nikola Milosevic, Abdullah Gök, Goran Nenadic
2018	J	`jnl`	Creating a contemporary corpus of similes in Serbian by using natural language processing. CoRR Nikola Milosevic, Goran Nenadic
2017	—	`conf`	Extracting adverse drug reactions and their context using sequence labelling ensembles in TAC2017. TAC Maksim Belousov, Nikola Milosevic, William G. Dixon, Goran Nenadic
2017	—	`conf`	Extraction of Drug-Drug Interactions from Drug Product Labeling Tables. CRI Nikola Milosevic, Anay Gupta, Austin Chen, Steven DeMarco, Joshua P. Le, Jodi Schneider, Yifan Ning, Goran Nenadic, Richard D. Boyce
2017	J	`jnl`	Machine learning aided Android malware classification. Comput. Electr. Eng. Nikola Milosevic, Ali Dehghantanha, Kim-Kwang Raymond Choo
2016	J	`jnl`	As Cool as a Cucumber: Towards a Corpus of Contemporary Similes in Serbian. CoRR Nikola Milosevic, Goran Nenadic
2016	C	`conf`	Disentangling the Structure of Tables in Scientific Literature. NLDB Nikola Milosevic, Cassie Gregson, Robert Hernandez, Goran Nenadic
2016	J	`jnl`	Equity forecast: Predicting long term stock price movement using machine learning. CoRR Nikola Milosevic
2016	—	`conf`	Extracting Patient Data from Tables in Clinical Literature - Case Study on Extraction of BMI, Weight and Number of Patients. HEALTHINF Nikola Milosevic, Cassie Gregson, Robert Hernandez, Goran Nenadic
2016	J	`jnl`	Marvin: Semantic annotation using multiple knowledge sources. CoRR Nikola Milosevic
2012	J	`jnl`	Stemmer for Serbian language CoRR Nikola Milosevic