Senja Pollak

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 104

Top Venues

Publications

Marko Pranjic, Kaja Dobrovoljc, Senja Pollak, Matej Martinc
Semantic change detection for Slovene language: a novel dataset and an approach based on optimal transport. CoRR (2024)
Marko Pranjic, Marko Robnik-Sikonja, Senja Pollak
LLMSegm: Surface-level Morphological Segmentation Using Large Language Model. LREC/COLING (2024)
Julien Delaunay, Tran Thi Hong Hanh, Carlos-Emiliano González-Gallardo, Georgeta Bordea, Mathilde Ducos, Nicolas Sidere, Antoine Doucet, Senja Pollak, Olivier de Viron
CoastTerm: a Corpus for Multidisciplinary Term Extraction in Coastal Scientific Literature. CoRR (2024)
Jaya Caporusso, Damar Hoogland, Mojca Brglez, Boshko Koloski, Matthew Purver, Senja Pollak
A Computational Analysis of the Dehumanisation of Migrants from Syria and Ukraine in Slovene News Media. CoRR (2024)
Boshko Koloski, Nada Lavrac, Bojan Cestnik, Senja Pollak, Blaz Skrlj, Andrej Kastrin
AHAM: Adapt, Help, Ask, Model Harvesting LLMs for Literature Mining. IDA (1) (2024)
Syrielle Montariol, Matej Martinc, Andraz Pelicon, Senja Pollak, Boshko Koloski, Igor Loncarski, Aljosa Valentincic
Multi-Task Learning for Features Extraction in Financial Annual Reports. CoRR (2024)
Tran Thi Hong Hanh, Matej Martinc, Andraz Repar, Nikola Ljubesic, Antoine Doucet, Senja Pollak
Can cross-domain term extraction benefit from cross-lingual transfer and nested term labeling? Mach. Learn. 113 (7) (2024)
Jaya Caporusso, Damar Hoogland, Mojca Brglez, Boshko Koloski, Matthew Purver, Senja Pollak
A Computational Analysis of the Dehumanisation of Migrants from Syria and Ukraine in Slovene News Media. LREC/COLING (2024)
Jakub Piskorski, Nicolas Stefanovitch, Firoj Alam, Ricardo Campos, Dimitar Dimitrov, Alípio Jorge, Senja Pollak, Nikolay Ribin, Zoran Fijavz, Maram Hasanain, Purificação Silvano, Elisa Sartori, Nuno Guimarães, Ana Zwitter Vitez, Ana Filipa Pacheco, Ivan Koychev, Nana Yu, Preslav Nakov, Giovanni Da San Martino
Overview of the CLEF-2024 CheckThat! Lab Task 3 on Persuasion Techniques. CLEF (Working Notes) (2024)
Andraz Pelicon, Mladen Karan, Ravi Shekhar, Matthew Purver, Senja Pollak
Denoising Labeled Data for Comment Moderation Using Active Learning. LREC/COLING (2024)
Tran Thi Hong Hanh, Matej Martinc, Jaya Caporusso, Antoine Doucet, Senja Pollak
The Recent Advances in Automatic Term Extraction: A survey. CoRR (2023)
Boshko Koloski, Marko Pranjic, Nada Lavrac, Blaz Skrlj, Senja Pollak
Inducing Document Representations from Graphs: A Blueprint. Tiny Papers @ ICLR (2023)
Boshko Koloski, Blaz Skrlj, Senja Pollak, Nada Lavrac
Latent Graph Powered Semi-Supervised Learning on Biomedical Tabular Data. CoRR (2023)
Boshko Koloski, Nada Lavrac, Bojan Cestnik, Senja Pollak, Blaz Skrlj, Andrej Kastrin
AHAM: Adapt, Help, Ask, Model - Harvesting LLMs for literature mining. CoRR (2023)
Ilija Tavchioski, Marko Robnik-Sikonja, Senja Pollak
Detection of depression on social networks using transformers and ensembles. CoRR (2023)
Bojan Evkoski, Senja Pollak
XAI in Computational Linguistics: Understanding Political Leanings in the Slovenian Parliament. CoRR (2023)
Boshko Koloski, Blaz Skrlj, Marko Robnik-Sikonja, Senja Pollak
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies. CoRR (2023)
Ligeia Lugli, Matej Martinc, Andraz Pelicon, Senja Pollak
Embeddings models for Buddhist Sanskrit. LREC (2022)
Syrielle Montariol, Matej Martinc, Andraz Pelicon, Senja Pollak, Boshko Koloski, Igor Loncarski, Aljosa Valentincic, Katarina Sitar Sustar, Riste Ichev, Martin Znidarsic
Multi-task Learning for Features Extraction in Financial Annual Reports. PKDD/ECML Workshops (2) (2022)
Senja Pollak, Andraz Pelicon
EMBEDDIA project: Cross-Lingual Embeddings for Less- Represented Languages in European News Media. EAMT (2022)
Matej Martinc, Blaz Skrlj, Senja Pollak
TNT-KID: Transformer-based neural tagger for keyword identification. Nat. Lang. Eng. 28 (4) (2022)
Blaz Skrlj, Boshko Koloski, Senja Pollak
Retrieval-Efficiency Trade-Off of Unsupervised Keyword Extraction. DS (2022)
Benjamin Fele, Jan Babic, Senja Pollak, Martin Znidarsic
Evaluation of Curriculum Learning Algorithms using Computational Creativity Inspired Metrics. ICCC (2022)
Tran Thi Hong Hanh, Matej Martinc, Matthew Purver, Senja Pollak
JSI at SemEval-2022 Task 1: CODWOE - Reverse Dictionary: Monolingual and cross-lingual approaches. SemEval@NAACL (2022)
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? CoRR (2022)
Tran Thi Hong Hanh, Matej Martinc, Antoine Doucet, Senja Pollak
Can Cross-Domain Term Extraction Benefit from Cross-lingual Transfer? DS (2022)
Ilija Tavchioski, Blaz Skrlj, Senja Pollak, Boshko Koloski
Early detection of depression with linear models using hand-crafted and contextual features. CLEF (Working Notes) (2022)
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? LREC (2022)
Ana Zwitter Vitez, Mojca Brglez, Marko Robnik-Sikonja, Tadej Skvorc, Andreja Vezovnik, Senja Pollak
Extracting and Analysing Metaphors in Migration Media Discourse: towards a Metaphor Annotation Scheme. LREC (2022)
Tran Thi Hong Hanh, Matej Martinc, Andraz Pelicon, Antoine Doucet, Senja Pollak
Ensembling Transformers for Cross-domain Automatic Term Extraction. ICADL (2022)
Blaz Skrlj, Boshko Koloski, Senja Pollak
Retrieval-efficiency trade-off of Unsupervised Keyword Extraction. CoRR (2022)
Ilija Tavchioski, Boshko Koloski, Blaz Skrlj, Senja Pollak
E8-IJS@LT-EDI-ACL2022 - BERT, AutoML and Knowledge-graph backed Detection of Depression. LT-EDI (2022)
Qingyu Chen, Alexis Allot, Robert Leaman, Rezarta Islamaj, Jingcheng Du, Li Fang, Wang Kai, Shuo Xu, Yuefu Zhang, Parsa Bagherzadeh, Sabine Bergler, Aakash Bhatnagar, Nidhir Bhavsar, Yung-Chun Chang, Sheng-Jie Lin, Wentai Tang, Hongtong Zhang, Ilija Tavchioski, Senja Pollak, Shubo Tian, Jinfeng Zhang, Yulia Otmakhova, Antonio Jimeno-Yepes, Hang Dong, Honghan Wu, Richard Dufour, Yanis Labrak, Niladri Chatterjee, Kushagri Tandon, Fréjus A. A. Laleye, Loïc Rakotoson, Emmanuele Chersoni, Jinghang Gu, Annemarie Friedrich, Subhash Chandra Pujari, Mariia Chizhikova, Naveen Sivadasan, Saipradeep Vg, Zhiyong Lu
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations. Database J. Biol. Databases Curation 2022 (2022) (2022)
Boshko Koloski, Timen Stepisnik Perdih, Marko Robnik-Sikonja, Senja Pollak, Blaz Skrlj
Knowledge graph informed fake news classification via heterogeneous representation ensembles. Neurocomputing 496 (2022)
Tran Thi Hong Hanh, Matej Martinc, Andraz Pelicon, Antoine Doucet, Senja Pollak
Ensembling Transformers for Cross-domain Automatic Term Extraction. CoRR (2022)
Senja Pollak, Marko Robnik-Sikonja, Matthew Purver, Michele Boggia, Ravi Shekhar, Marko Pranjic, Salla Salmela, Ivar Krustok, Tarmo Paju, Carl-Gustav Linden, Leo Leppänen, Elaine Zosa, Matej Ulcar, Linda Freienthal, Silver Traat, Luis Adrián Cabrera-Diego, Matej Martinc, Nada Lavrac, Blaz Skrlj, Martin Znidarsic, Andraz Pelicon, Boshko Koloski, Vid Podpecan, Janez Kranjc, Shane Sheehan, Emanuela Boros, Jose G. Moreno, Antoine Doucet, Hannu Toivonen
EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions. EACL (Hackashop) (2021)
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
Extending Neural Keyword Extraction with TF-IDF tagset matching. EACL (Hackashop) (2021)
Andraz Pelicon, Ravi Shekhar, Blaz Skrlj, Matthew Purver, Senja Pollak
Investigating cross-lingual training for offensive language detection. PeerJ Comput. Sci. 7 (2021)
Blaz Skrlj, Matej Martinc, Nada Lavrac, Senja Pollak
autoBOT: evolving neuro-symbolic representations for explainable low resource text classification. Mach. Learn. 110 (5) (2021)
Boshko Koloski, Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj
Identification of COVID-19 related Fake News via Neural Stacking. CoRR (2021)
Andraz Pelicon, Ravi Shekhar, Matej Martinc, Blaz Skrlj, Matthew Purver, Senja Pollak
Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection. EACL (Hackashop) (2021)
Tran Thi Hong Hanh, Antoine Doucet, Nicolas Sidere, Jose G. Moreno, Senja Pollak
Named entity recognition architecture combining contextual and global features. CoRR (2021)
Blaz Skrlj, Marko Jukic, Nika Erzen, Senja Pollak, Nada Lavrac
Prioritization of COVID-19-Related Literature via Unsupervised Keyphrase Extraction and Document Representation Learning. DS (2021)
Enja Kokalj, Blaz Skrlj, Nada Lavrac, Senja Pollak, Marko Robnik-Sikonja
BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers. EACL (Hackashop) (2021)
Senja Pollak, Vid Podpecan, Janez Kranjc, Borut Lesjak, Nada Lavrac
Scientific Question Generation: Pattern-Based and Graph-Based RoboCHAIR Methods. ICCC (2021)
Boshko Koloski, Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj
Identification of COVID-19 Related Fake News via Neural Stacking. CONSTRAINT@AAAI (2021)
Fasih Haider, Senja Pollak, Pierre Albert, Saturnino Luz
Emotion recognition in low-resource settings: An evaluation of automatic feature selection methods. Comput. Speech Lang. 65 (2021)
Boshko Koloski, Elaine Zosa, Timen Stepisnik Perdih, Blaz Skrlj, Tarmo Paju, Senja Pollak
Interesting cross-border news discovery using cross-lingual article linking and document similarity. EACL (Hackashop) (2021)
Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj
JSI at the FinSim-2 task: Ontology-Augmented Financial Concept Classification. CoRR (2021)
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
Extending Neural Keyword Extraction with TF-IDF tagset matching. CoRR (2021)
Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj
JSI at the FinSim-2 task: Ontology-Augmented Financial Concept Classification. WWW (Companion Volume) (2021)
Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. Comput. Speech Lang. 65 (2021)
Blaz Skrlj, Shane Sheehan, Nika Erzen, Marko Robnik-Sikonja, Saturnino Luz, Senja Pollak
Exploring Neural Language Models via Analysis of Local and Global Self-Attention Spaces. EACL (Hackashop) (2021)
Matej Martinc, Nina Perger, Andraz Pelicon, Matej Ulcar, Andreja Vezovnik, Senja Pollak
EMBEDDIA hackathon report: Automatic sentiment and viewpoint analysis of Slovenian news corpus on the topic of LGBTIQ+. EACL (Hackashop) (2021)
Blaz Skrlj, Marko Jukic, Nika Erzen, Senja Pollak, Nada Lavrac
Prioritization of COVID-19-related literature via unsupervised keyphrase extraction and document representation learning. CoRR (2021)
Matej Martinc, Senja Pollak, Marko Robnik-Sikonja
Supervised and Unsupervised Neural Approaches to Text Readability. Comput. Linguistics 47 (1) (2021)
Boshko Koloski, Timen Stepisnik Perdih, Marko Robnik-Sikonja, Senja Pollak, Blaz Skrlj
Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles. CoRR (2021)
Matej Ulcar, Ales Zagar, Carlos Santos Armendariz, Andraz Repar, Senja Pollak, Matthew Purver, Marko Robnik-Sikonja
Evaluation of contextual embeddings on less-resourced languages. CoRR (2021)
Tran Thi Hong Hanh, Antoine Doucet, Nicolas Sidere, Jose G. Moreno, Senja Pollak
Named Entity Recognition Architecture Combining Contextual and Global Features. ICADL (2021)
Blaz Skrlj, Nika Erzen, Shane Sheehan, Saturnino Luz, Marko Robnik-Sikonja, Senja Pollak
AttViz: Online exploration of self-attention for transparent neural language modeling. CoRR (2020)
Carlos Santos Armendariz, Matthew Purver, Matej Ulcar, Senja Pollak, Nikola Ljubesic, Mark Granroth-Wilding
CoSimLex: A Resource for Evaluating Graded Word Similarity in Context. LREC (2020)
Carlos Santos Armendariz, Matthew Purver, Senja Pollak, Nikola Ljubesic, Matej Ulcar, Ivan Vulic, Mohammad Taher Pilehvar
SemEval-2020 Task 3: Graded Word Similarity in Context. SemEval@COLING (2020)
Nada Lavrac, Matej Martinc, Senja Pollak, Marusa Pompe-Novak, Bojan Cestnik
Bisociative Literature-Based Discovery: Lessons Learned and New Word Embedding Approach. New Gener. Comput. 38 (4) (2020)
Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak
COVID-19 Therapy Target Discovery with Context-Aware Literature Mining. DS (2020)
Senja Pollak, Matej Martinc, Katja Mihurko Poniz
Natural Language Processing for Literary Text Analysis: Word-Embeddings-Based Analysis of Zofka Kveder's Work. DHandNLP@PROPOR (2020)
Boshko Koloski, Senja Pollak, Blaz Skrlj
Know your Neighbors: Efficient Author Profiling via Follower Tweets. CLEF (Working Notes) (2020)
Spela Vintar, Larisa Grcic Simeunovic, Matej Martinc, Senja Pollak, Uros Stepisnik
Mining Semantic Relations from Comparable Corpora through Intersections of Word Embeddings. BUCC@LREC (2020)
Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak
COVID-19 therapy target discovery with context-aware literature mining. CoRR (2020)
Andraz Repar, Matej Martinc, Senja Pollak
Reproduction, replication, analysis and adaptation of a term alignment approach. Lang. Resour. Evaluation 54 (3) (2020)
Matej Martinc, Blaz Skrlj, Senja Pollak
TNT-KID: Transformer-based Neural Tagger for Keyword Identification. CoRR (2020)
Martin Marzidovsek, Senja Pollak
A Study on Reproducibility in Computational Creativity Research. ICCC (2020)
Nada Lavrac, Matej Martinc, Senja Pollak, Bojan Cestnik
Bisociative Literature-Based Discovery: Lessons Learned and New Prospects. ICCC (2020)
Matej Martinc, Petra Kralj Novak, Senja Pollak
Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift. LREC (2020)
Matej Martinc, Senja Pollak
Tackling the ADReSS Challenge: A Multimodal Approach to the Automated Recognition of Alzheimer's Dementia. INTERSPEECH (2020)
Boshko Koloski, Senja Pollak, Blaz Skrlj
Multilingual Detection of Fake News Spreaders via Sparse Matrix Factorization. CLEF (Working Notes) (2020)
Ping Xiao, Hannu Toivonen, Oskar Gross, Amílcar Cardoso, João Correia, Penousal Machado, Pedro Martins, Hugo Gonçalo Oliveira, Rahul Sharma, Alexandre Miguel Pinto, Alberto Díaz, Virginia Francisco, Pablo Gervás, Raquel Hervás, Carlos León, Jamie Forth, Matthew Purver, Geraint A. Wiggins, Dragana Miljkovic, Vid Podpecan, Senja Pollak, Jan Kralj, Martin Znidarsic, Marko Bohanec, Nada Lavrac, Tanja Urbancic, Frank van der Velde, Stuart Adam Battersby
Conceptual Representations for Computational Concept Creation. ACM Comput. Surv. 52 (1) (2019)
Blaz Skrlj, Andraz Repar, Senja Pollak
RaKUn: Rank-based Keyword Extraction via Unsupervised Learning and Meta Vertex Aggregation. SLSP (2019)
Blaz Skrlj, Andraz Repar, Senja Pollak
RaKUn: Rank-based Keyword extraction via Unsupervised learning and Meta vertex aggregation. CoRR (2019)
Blaz Skrlj, Senja Pollak
Language Comparison via Network Topology. SLSP (2019)
Blaz Skrlj, Senja Pollak
Language comparison via network topology. CoRR (2019)
Carlos Santos Armendariz, Matthew Purver, Matej Ulcar, Senja Pollak, Nikola Ljubesic, Marko Robnik-Sikonja, Mark Granroth-Wilding, Kristiina Vaik
CoSimLex: A Resource for Evaluating Graded Word Similarity in Context. CoRR (2019)
Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. CoRR (2019)
Matej Martinc, Senja Pollak
Pooled LSTM for Dutch Cross-genre Gender Classification. GxG@CLIN (2019)
Matej Martinc, Blaz Skrlj, Senja Pollak
Who is Hot and Who is Not? Profiling Celebs on Twitter. CLEF (Working Notes) (2019)
Blaz Skrlj, Jan Kralj, Nada Lavrac, Senja Pollak
Towards Robust Text Classification with Semantics-Aware Recurrent Neural Architecture. Mach. Learn. Knowl. Extr. 1 (2) (2019)
Matej Martinc, Senja Pollak
Combining n-grams and deep convolutional features for language variety classification. Nat. Lang. Eng. 25 (5) (2019)
Matej Martinc, Blaz Skrlj, Senja Pollak
Fake or Not: Distinguishing between Bots, Males and Females. CLEF (Working Notes) (2019)
Fasih Haider, Senja Pollak, Pierre Albert, Saturnino Luz
Emotion Recognition in Low-Resource Settings: An Evaluation of Automatic Feature Selection Methods. CoRR (2019)
Matej Martinc, Senja Pollak, Marko Robnik-Sikonja
Supervised and unsupervised neural approaches to text readability. CoRR (2019)
Fasih Haider, Senja Pollak, Pierre Albert, Saturnino Luz
Extracting Audio-Visual Features for Emotion Recognition Through Active Feature Selection. GlobalSIP (2019)
Matej Martinc, Petra Kralj Novak, Senja Pollak
Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift. CoRR (2019)
Senja Pollak, Geraint A. Wiggins, Martin Znidarsic, Nada Lavrac
Computational Creativity in Slovenia. Informatica (Slovenia) 42 (1) (2018)
Fasih Haider, Senja Pollak, Eleni Zarogianni, Saturnino Luz
SAAMEAT: Active Feature Transformation and Selection Methods for the Recognition of User Eating Conditions. ICMI (2018)
Matej Martinc, Senja Pollak
Reusable workflows for gender prediction. LREC (2018)
Matej Martinc, Martin Znidarsic, Nada Lavrac, Senja Pollak
Towards Creative Software Blending: Computational Infrastructure and Use Cases. Informatica (Slovenia) 42 (1) (2018)
Jan Stihec, Martin Znidarsic, Senja Pollak
Simplified Hybrid Approach for Detection of Semantic Orientations in Economic Texts. ECIR (2018)
Geraint A. Wiggins, Nada Lavrac, Vid Podpecan, Senja Pollak
Conceptualising Computational Creativity: Towards automated historiography of a research field. ICCC (2018)
Martin Znidarsic, Matej Martinc, Andraz Repar, Senja Pollak
BISLON: BISociative SLOgaN generation based on stylistic literary devices. ICCC (2018)
Matej Martinc, Blaz Skrlj, Senja Pollak
Multilingual Gender Classification with Multi-view Deep Learning: Notebook for PAN at CLEF 2018. CLEF (Working Notes) (2018)
Ben Verhoeven, Iza Skrjanec, Senja Pollak
Gender Profiling for Slovene Twitter communication: the Influence of Gender Marking, Content and Style. BSNLP@EACL (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Senja Pollak