Contextualized Question Answering. - Luka Bradesko; Lorand Dali; Blaz Fortuna; Marko Grobelnik; Dunja Mladenic; Inna Novalija (J. Comput. Inf. Technol., 2010)

Ontology Extension Towards Analysis of Business News. - Inna Novalija; Dunja Mladenic (Informatica (Slovenia), 2010)

OntoPlus: Text-driven ontology extension using ontology content, structure and co-occurrence information. - Inna Novalija; Dunja Mladenic; Luka Bradesko (Knowl. Based Syst., 2011)

Enabling Semantic Search in Large Open Source Communities. - Gregor Leban; Lorand Dali; Inna Novalija (ESWC (Satellite Events), 2012)

Applying Semantic Technology to Business News Analysis. - Inna Novalija; Dunja Mladenic (Appl. Artif. Intell., 2013)

Informal Multilingual Multi-domain Sentiment Analysis. - Tadej Stajner; Inna Novalija; Dunja Mladenic (Informatica (Slovenia), 2013)

Structuring visual exploratory analysis of skill demand. - Aba-Sah Dadzie; Elisa Margareth Sibarani; Inna Novalija; Simon Scerri (J. Web Semant., 2018)

XAI-KG: Knowledge Graph to Support XAI and Decision-Making in Manufacturing. - Joze M. Rozanec; Patrik Zajec; Klemen Kenda; Inna Novalija; Blaz Fortuna; Dunja Mladenic (CAiSE Workshops, 2021)

STARdom: An Architecture for Trusted and Secure Human-Centered Manufacturing Systems. - Joze M. Rozanec; Patrik Zajec; Klemen Kenda; Inna Novalija; Blaz Fortuna; Dunja Mladenic; Entso Veliou; Dimitrios Papamartzivanos; Thanassis Giannetsos; Sofia-Anna Menesidou; Rubén Alonso; Nino Cauli; et al. (APMS (4), 2021)

Towards Active Learning Based Smart Assistant for Manufacturing. - Patrik Zajec; Joze M. Rozanec; Inna Novalija; Blaz Fortuna; Dunja Mladenic; Klemen Kenda (APMS (4), 2021)

NewsMeSH: A new classifier designed to annotate health news with MeSH headings. - João Pita Costa; Luis Rei; Luka Stopar; Flavio Fuart; Marko Grobelnik; Dunja Mladenic; Inna Novalija; Anthony Staines; Jarmo Pääkkönen; Jenni Konttila; Joseba Bidaurrazaga; Oihana Belar; et al. (Artif. Intell. Medicine, 2021)

Knowledge Modelling and Active Learning in Manufacturing. - Joze M. Rozanec; Inna Novalija; Patrik Zajec; Klemen Kenda; Dunja Mladenic (CoRR, 2021)

Help Me Learn! Architecture and Strategies to Combine Recommendations and Active Learning in Manufacturing. - Patrik Zajec; Joze M. Rozanec; Elena Trajkova; Inna Novalija; Klemen Kenda; Blaz Fortuna; Dunja Mladenic (Inf., 2021)

Big Data and AI Pipeline Framework: Technology Analysis from a Benchmarking Perspective. - Arne J. Berre; Aphrodite Tsalgatidou; Chiara Francalanci; Todor Ivanov; Tomás Pariente Lobo; Ricardo Ruiz Saiz; Inna Novalija; Marko Grobelnik (Technologies and Applications for Big Data Value, 2022)

A Multilingual Benchmark to Capture Olfactory Situations over Time. - Stefano Menini; Teresa Paccosi; Sara Tonelli; Marieke van Erp; Inger Leemans; Pasquale Lisena; Raphaël Troncy; William Tullett; Ali Hürriyetoglu; Ger Dijkstra; Femke Gordijn; Elias Jürgens; et al. (LChange@ACL, 2022)

Enriching Artificial Intelligence Explanations with Knowledge Fragments. - Joze M. Rozanec; Elena Trajkova; Inna Novalija; Patrik Zajec; Klemen Kenda; Blaz Fortuna; Dunja Mladenic (Future Internet, 2022)

Harvesting Context and Mining Emotions Related to Olfactory Cultural Heritage. - M. Besher Massri; Inna Novalija; Dunja Mladenic; Janez Brank; Sara Graça da Silva; Natasza Marrouch; Carla Sofia Ribeiro Murteira; Ali Hürriyetoglu; Beno Sircelj (Multimodal Technol. Interact., 2022)

The MUSTI challenge@MediaEval 2023 - Multimodal Understanding of Smells in Texts and Images with Zero-shot Evaluation. - Ali Hürriyetoglu; Inna Novalija; Mathias Zinnen; Vincent Christlein; Pasquale Lisena; Stefano Menini; Marieke van Erp; Raphaël Troncy (MediaEval, 2023)

Human-centric artificial intelligence architecture for industry 5.0 applications. - Joze M. Rozanec; Inna Novalija; Patrik Zajec; Klemen Kenda; Hooman Tavakoli Ghinani; Sungho Suh; Entso Veliou; Dimitrios Papamartzivanos; Thanassis Giannetsos; Sofia-Anna Menesidou; Rubén Alonso; Nino Cauli; et al. (Int. J. Prod. Res., 2023)

Taxonomy for Patent Classification: A Step Towards Intelligent Patent Analytics. - Elham Motamedi; Inna Novalija; Luis Rei (EKAW (Companion), 2024)

Preparing AI for Compliance: Initial Steps of a Framework for Teaching LLMs to Reason About Compliance. - Barbara Makovec; Luis Rei; Inna Novalija (RuleML+RR (Companion), 2024)

From Code to Concept: A Semantic Approach to AI Innovation Discovery in Open Source Software Repositories. - Inna Novalija; Dumitru Roman; Federico Belotti; Vladimir Alexiev; Luis Rei; Roberto Avogadro; Babak Khalilvandian; Boyan Bechev; Catalina Chinie; Iulia Ciurea; Janez Brank; Cosmin Udroiu; et al. (IEEE Access, 2025)