| 2026 | EACL | Thesis Proposal: Measuring Prejudice at Scale. | Zoran Fijavz, Senja Pollak, Veronika Bajt |
| 2026 | LREC | Exploring Social Bias in Slovenia: The EEC-SL Dataset. | Jaya Caporusso, Damar Hoogland, Boshko Koloski, Matthew Purver, Senja Pollak, Spela Vintar |
| 2026 | LREC | Slovene Morphological and Word Formation Segmentation: A Novel Dataset and Evaluation. | Marko Pranjic, Boris Kern, Ines Vorsic, Senja Pollak |
| 2025 | ACL | A Computational Framework to Identify Self-Aspects in Text. | Jaya Caporusso, Matthew Purver, Senja Pollak |
| 2025 | EMNLP | SEKE: Specialised Experts for Keyword Extraction. | Matej Martinc, Tran Thi Hong Hanh, Senja Pollak, Boshko Koloski |
| 2024 | COLING | A Computational Analysis of the Dehumanisation of Migrants from Syria and Ukraine in Slovene News Media. | Jaya Caporusso, Damar Hoogland, Mojca Brglez, Boshko Koloski, Matthew Purver, Senja Pollak |
| 2024 | COLING | Denoising Labeled Data for Comment Moderation Using Active Learning. | Andraz Pelicon, Mladen Karan, Ravi Shekhar, Matthew Purver, Senja Pollak |
| 2024 | COLING | LLMSegm: Surface-level Morphological Segmentation Using Large Language Model. | Marko Pranjic, Marko Robnik-Sikonja, Senja Pollak |
| 2024 | DIS | AutoML-Guided Fusion of Entity and LLM-Based Representations for Document Classification. | Boshko Koloski, Senja Pollak, Roberto Navigli, Blaz Skrlj |
| 2024 | IDA | AHAM: Adapt, Help, Ask, Model Harvesting LLMs for Literature Mining. | Boshko Koloski, Nada Lavrac, Bojan Cestnik, Senja Pollak, Blaz Skrlj, Andrej Kastrin |
| 2023 | ICLR | Inducing Document Representations from Graphs: A Blueprint. | Boshko Koloski, Marko Pranjic, Nada Lavrac, Blaz Skrlj, Senja Pollak |
| 2022 | DIS | Can Cross-Domain Term Extraction Benefit from Cross-lingual Transfer? | Tran Thi Hong Hanh, Matej Martinc, Antoine Doucet, Senja Pollak |
| 2022 | DIS | Retrieval-Efficiency Trade-Off of Unsupervised Keyword Extraction. | Blaz Skrlj, Boshko Koloski, Senja Pollak |
| 2022 | EAMT | EMBEDDIA project: Cross-Lingual Embeddings for Less- Represented Languages in European News Media. | Senja Pollak, Andraz Pelicon |
| 2022 | LREC | Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? | Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc |
| 2022 | LREC | Embeddings models for Buddhist Sanskrit. | Ligeia Lugli, Matej Martinc, Andraz Pelicon, Senja Pollak |
| 2022 | LREC | Extracting and Analysing Metaphors in Migration Media Discourse: towards a Metaphor Annotation Scheme. | Ana Zwitter Vitez, Mojca Brglez, Marko Robnik-Sikonja, Tadej Skvorc, Andreja Vezovnik, Senja Pollak |
| 2021 | AAAI | Identification of COVID-19 Related Fake News via Neural Stacking. | Boshko Koloski, Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj |
| 2021 | DIS | Prioritization of COVID-19-Related Literature via Unsupervised Keyphrase Extraction and Document Representation Learning. | Blaz Skrlj, Marko Jukic, Nika Erzen, Senja Pollak, Nada Lavrac |
| 2021 | EACL | BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers. | Enja Kokalj, Blaz Skrlj, Nada Lavrac, Senja Pollak, Marko Robnik-Sikonja |
| 2021 | EACL | Extending Neural Keyword Extraction with TF-IDF tagset matching. | Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc |
| 2021 | EACL | Interesting cross-border news discovery using cross-lingual article linking and document similarity. | Boshko Koloski, Elaine Zosa, Timen Stepisnik Perdih, Blaz Skrlj, Tarmo Paju, Senja Pollak |
| 2021 | EACL | EMBEDDIA hackathon report: Automatic sentiment and viewpoint analysis of Slovenian news corpus on the topic of LGBTIQ+. | Matej Martinc, Nina Perger, Andraz Pelicon, Matej Ulcar, Andreja Vezovnik, Senja Pollak |
| 2021 | EACL | Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection. | Andraz Pelicon, Ravi Shekhar, Matej Martinc, Blaz Skrlj, Matthew Purver, Senja Pollak |
| 2021 | EACL | EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions. | Senja Pollak, Marko Robnik-Sikonja, Matthew Purver, Michele Boggia, Ravi Shekhar, Marko Pranjic, Salla Salmela, Ivar Krustok, Tarmo Paju, Carl-Gustav Linden, Leo Leppnen, Elaine Zosa, Matej Ulcar, Linda Freienthal, Silver Traat, Luis Adrin Cabrera-Diego, Matej Martinc, Nada Lavrac, Blaz Skrlj, Martin Znidarsic, Andraz Pelicon, Boshko Koloski, Vid Podpecan, Janez Kranjc, Shane Sheehan, Emanuela Boros, Jos G. Moreno, Antoine Doucet, Hannu Toivonen |
| 2021 | EACL | Exploring Neural Language Models via Analysis of Local and Global Self-Attention Spaces. | Blaz Skrlj, Shane Sheehan, Nika Erzen, Marko Robnik-Sikonja, Saturnino Luz, Senja Pollak |
| 2021 | WWW | JSI at the FinSim-2 task: Ontology-Augmented Financial Concept Classification. | Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj |
| 2020 | DIS | COVID-19 Therapy Target Discovery with Context-Aware Literature Mining. | Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak |
| 2020 | Interspeech | Tackling the ADReSS Challenge: A Multimodal Approach to the Automated Recognition of Alzheimer's Dementia. | Matej Martinc, Senja Pollak |
| 2020 | LREC | CoSimLex: A Resource for Evaluating Graded Word Similarity in Context. | Carlos Santos Armendariz, Matthew Purver, Matej Ulcar, Senja Pollak, Nikola Ljubesic, Mark Granroth-Wilding |
| 2020 | LREC | Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift. | Matej Martinc, Petra Kralj Novak, Senja Pollak |
| 2018 | ECIR | Simplified Hybrid Approach for Detection of Semantic Orientations in Economic Texts. | Jan Stihec, Martin Znidarsic, Senja Pollak |
| 2018 | ICMI | SAAMEAT: Active Feature Transformation and Selection Methods for the Recognition of User Eating Conditions. | Fasih Haider, Senja Pollak, Eleni Zarogianni, Saturnino Luz |
| 2018 | LREC | Reusable workflows for gender prediction. | Matej Martinc, Senja Pollak |
| 2015 | ICCBR | Automated Blend Naming Based on Human Creativity Examples. | Senja Pollak, Pedro Martins, Amlcar Cardoso, Tanja Urbancic |
| 2015 | RANLP | Predicting the Level of Text Standardness in User-generated Content. | Nikola Ljubesic, Darja Fiser, Tomaz Erjavec, Jaka Cibej, Dafne Marko, Senja Pollak, Iza Skrjanec |
| 2012 | LREC | Irregularity Detection in Categorized Document Corpora. | Borut Sluban, Senja Pollak, Roel Coesemans, Nada Lavrac |
| 2010 | LREC | Learning to Mine Definitions from Slovene Structured and Unstructured Knowledge-Rich Resources. | Darja Fiser, Senja Pollak, Spela Vintar |