Senja Pollak

According to our database, Senja Pollak authored at least 88 papers between 2010 and 2024.

Collaborative distances:

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

2024

Semantic change detection for Slovene language: a novel dataset and an approach based on optimal transport.

Marko Pranjic, Kaja Dobrovoljc, Senja Pollak, Matej Martinc

CoRR, 2024

AHAM: Adapt, Help, Ask, Model Harvesting LLMs for Literature Mining.

Boshko Koloski, Nada Lavrac, Bojan Cestnik, Senja Pollak, Blaz Skrlj, Andrej Kastrin

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

2023

Latent Graph Powered Semi-Supervised Learning on Biomedical Tabular Data.

Boshko Koloski, Blaz Skrlj, Senja Pollak, Nada Lavrac

CoRR, 2023

Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies.

Boshko Koloski, Blaz Skrlj, Marko Robnik-Sikonja, Senja Pollak

CoRR, 2023

Detection of depression on social networks using transformers and ensembles.

Ilija Tavchioski, Marko Robnik-Sikonja, Senja Pollak

CoRR, 2023

XAI in Computational Linguistics: Understanding Political Leanings in the Slovenian Parliament.

Bojan Evkoski, Senja Pollak

CoRR, 2023

The Recent Advances in Automatic Term Extraction: A survey.

Tran Thi Hong Hanh, Matej Martinc, Jaya Caporusso, Antoine Doucet, Senja Pollak

CoRR, 2023

Inducing Document Representations from Graphs: A Blueprint.

Boshko Koloski, Marko Pranjic, Nada Lavrac, Blaz Skrlj, Senja Pollak

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2022

TNT-KID: Transformer-based neural tagger for keyword identification.

Matej Martinc, Blaz Skrlj, Senja Pollak

Nat. Lang. Eng., 2022

Knowledge graph informed fake news classification via heterogeneous representation ensembles.

Boshko Koloski, Timen Stepisnik Perdih, Marko Robnik-Sikonja, Senja Pollak, Blaz Skrlj

Neurocomputing, 2022

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations.

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

Database J. Biol. Databases Curation, 2022

JSI at SemEval-2022 Task 1: CODWOE - Reverse Dictionary: Monolingual and cross-lingual approaches.

Tran Thi Hong Hanh, Matej Martinc, Matthew Purver, Senja Pollak

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Multi-task Learning for Features Extraction in Financial Annual Reports.

Syrielle Montariol, Matej Martinc, Andraz Pelicon, Senja Pollak, Boshko Koloski, Igor Loncarski, Aljosa Valentincic, Katarina Sitar Sustar, Riste Ichev, Martin Znidarsic

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

E8-IJS@LT-EDI-ACL2022 - BERT, AutoML and Knowledge-graph backed Detection of Depression.

Ilija Tavchioski, Boshko Koloski, Blaz Skrlj, Senja Pollak

Proceedings of the Second Workshop on Language Technology for Equality, 2022

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

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Embeddings models for Buddhist Sanskrit.

Ligeia Lugli, Matej Martinc, Andraz Pelicon, Senja Pollak

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised?

Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Evaluation of Curriculum Learning Algorithms using Computational Creativity Inspired Metrics.

Benjamin Fele, Jan Babic, Senja Pollak, Martin Znidarsic

Proceedings of the 13th International Conference on Computational Creativity, Bozen-Bolzano, Italy, June 27, 2022

Ensembling Transformers for Cross-domain Automatic Term Extraction.

Tran Thi Hong Hanh, Matej Martinc, Andraz Pelicon, Antoine Doucet, Senja Pollak

Proceedings of the From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries, 2022

EMBEDDIA project: Cross-Lingual Embeddings for Less- Represented Languages in European News Media.

Senja Pollak, Andraz Pelicon

Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, 2022

Retrieval-Efficiency Trade-Off of Unsupervised Keyword Extraction.

Blaz Skrlj, Boshko Koloski, Senja Pollak

Proceedings of the Discovery Science - 25th International Conference, 2022

Can Cross-Domain Term Extraction Benefit from Cross-lingual Transfer?

Tran Thi Hong Hanh, Matej Martinc, Antoine Doucet, Senja Pollak

Proceedings of the Discovery Science - 25th International Conference, 2022

Early detection of depression with linear models using hand-crafted and contextual features.

Ilija Tavchioski, Blaz Skrlj, Senja Pollak, Boshko Koloski

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

Investigating cross-lingual training for offensive language detection.

Andraz Pelicon, Ravi Shekhar, Blaz Skrlj, Matthew Purver, Senja Pollak

PeerJ Comput. Sci., 2021

autoBOT: evolving neuro-symbolic representations for explainable low resource text classification.

Blaz Skrlj, Matej Martinc, Nada Lavrac, Senja Pollak

Mach. Learn., 2021

tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification.

Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak

Comput. Speech Lang., 2021

Emotion recognition in low-resource settings: An evaluation of automatic feature selection methods.

Fasih Haider, Senja Pollak, Pierre Albert, Saturnino Luz

Comput. Speech Lang., 2021

Evaluation of contextual embeddings on less-resourced languages.

Matej Ulcar, Ales Zagar, Carlos Santos Armendariz, Andraz Repar, Senja Pollak, Matthew Purver, Marko Robnik-Sikonja

CoRR, 2021

Supervised and Unsupervised Neural Approaches to Text Readability.

Matej Martinc, Senja Pollak, Marko Robnik-Sikonja

Comput. Linguistics, 2021

JSI at the FinSim-2 task: Ontology-Augmented Financial Concept Classification.

Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj

Proceedings of the Companion of The Web Conference 2021, 2021

Scientific Question Generation: Pattern-Based and Graph-Based RoboCHAIR Methods.

Senja Pollak, Vid Podpecan, Janez Kranjc, Borut Lesjak, Nada Lavrac

Proceedings of the Twelfth International Conference on Computational Creativity, 2021

Named Entity Recognition Architecture Combining Contextual and Global Features.

Tran Thi Hong Hanh, Antoine Doucet, Nicolas Sidere, José G. Moreno, Senja Pollak

Proceedings of the Towards Open and Trustworthy Digital Societies, 2021

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

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021

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 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, José G. Moreno, Antoine Doucet, Hannu Toivonen

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021

Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection.

Andraz Pelicon, Ravi Shekhar, Matej Martinc, Blaz Skrlj, Matthew Purver, Senja Pollak

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021

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

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021

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

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021

Extending Neural Keyword Extraction with TF-IDF tagset matching.

Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021

BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers.

Enja Kokalj, Blaz Skrlj, Nada Lavrac, Senja Pollak, Marko Robnik-Sikonja

Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021

Prioritization of COVID-19-Related Literature via Unsupervised Keyphrase Extraction and Document Representation Learning.

Blaz Skrlj, Marko Jukic, Nika Erzen, Senja Pollak, Nada Lavrac

Proceedings of the Discovery Science - 24th International Conference, 2021

Identification of COVID-19 Related Fake News via Neural Stacking.

Boshko Koloski, Timen Stepisnik Perdih, Senja Pollak, Blaz Skrlj

Proceedings of the Combating Online Hostile Posts in Regional Languages during Emergency Situation, 2021

2020

Bisociative Literature-Based Discovery: Lessons Learned and New Word Embedding Approach.

Nada Lavrac, Matej Martinc, Senja Pollak, Marusa Pompe-Novak, Bojan Cestnik

New Gener. Comput., 2020

Reproduction, replication, analysis and adaptation of a term alignment approach.

Andraz Repar, Matej Martinc, Senja Pollak

Lang. Resour. Evaluation, 2020

AttViz: Online exploration of self-attention for transparent neural language modeling.

Blaz Skrlj, Nika Erzen, Shane Sheehan, Saturnino Luz, Marko Robnik-Sikonja, Senja Pollak

CoRR, 2020

SemEval-2020 Task 3: Graded Word Similarity in Context.

Carlos Santos Armendariz, Matthew Purver, Senja Pollak, Nikola Ljubesic, Matej Ulcar, Ivan Vulic, Mohammad Taher Pilehvar

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift.

Matej Martinc, Petra Kralj Novak, Senja Pollak

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

CoSimLex: A Resource for Evaluating Graded Word Similarity in Context.

Carlos Santos Armendariz, Matthew Purver, Matej Ulcar, Senja Pollak, Nikola Ljubesic, Mark Granroth-Wilding

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Tackling the ADReSS Challenge: A Multimodal Approach to the Automated Recognition of Alzheimer's Dementia.

Matej Martinc, Senja Pollak

Proceedings of the Interspeech 2020, 2020

A Study on Reproducibility in Computational Creativity Research.

Martin Marzidovsek, Senja Pollak

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

Bisociative Literature-Based Discovery: Lessons Learned and New Prospects.

Nada Lavrac, Matej Martinc, Senja Pollak, Bojan Cestnik

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

COVID-19 Therapy Target Discovery with Context-Aware Literature Mining.

Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak

Proceedings of the Discovery Science - 23rd International Conference, 2020

Natural Language Processing for Literary Text Analysis: Word-Embeddings-Based Analysis of Zofka Kveder's Work.

Senja Pollak, Matej Martinc, Katja Mihurko Poniz

DHandNLP@PROPOR, 2020

Know your Neighbors: Efficient Author Profiling via Follower Tweets.

Boshko Koloski, Senja Pollak, Blaz Skrlj

Proceedings of the Working Notes of CLEF 2020, 2020

Multilingual Detection of Fake News Spreaders via Sparse Matrix Factorization.

Boshko Koloski, Senja Pollak, Blaz Skrlj

Proceedings of the Working Notes of CLEF 2020, 2020

Mining Semantic Relations from Comparable Corpora through Intersections of Word Embeddings.

Spela Vintar, Larisa Grcic Simeunovic, Matej Martinc, Senja Pollak, Uros Stepisnik

Proceedings of the 13th Workshop on Building and Using Comparable Corpora, 2020

2019

Combining n-grams and deep convolutional features for language variety classification.

Matej Martinc, Senja Pollak

Nat. Lang. Eng., 2019

Towards Robust Text Classification with Semantics-Aware Recurrent Neural Architecture.

Blaz Skrlj, Jan Kralj, Nada Lavrac, Senja Pollak

Mach. Learn. Knowl. Extr., 2019

Conceptual Representations for Computational Concept Creation.

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

ACM Comput. Surv., 2019

CoSimLex: A Resource for Evaluating Graded Word Similarity in Context.

Carlos Santos Armendariz, Matthew Purver, Matej Ulcar, Senja Pollak, Nikola Ljubesic, Marko Robnik-Sikonja, Mark Granroth-Wilding, Kristiina Vaik

CoRR, 2019

RaKUn: Rank-based Keyword Extraction via Unsupervised Learning and Meta Vertex Aggregation.

Blaz Skrlj, Andraz Repar, Senja Pollak

Proceedings of the Statistical Language and Speech Processing, 2019

Language Comparison via Network Topology.

Blaz Skrlj, Senja Pollak

Proceedings of the Statistical Language and Speech Processing, 2019

Extracting Audio-Visual Features for Emotion Recognition Through Active Feature Selection.

Fasih Haider, Senja Pollak, Pierre Albert, Saturnino Luz

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

Pooled LSTM for Dutch Cross-genre Gender Classification.

Matej Martinc, Senja Pollak

Proceedings of the Shared Task on Cross-Genre Gender Prediction in Dutch at CLIN29 (GxG@CLIN29) co-located with the 29th Conference on Computational Linguistics in The Netherlands (CLIN29), 2019

Fake or Not: Distinguishing between Bots, Males and Females.

Matej Martinc, Blaz Skrlj, Senja Pollak

Proceedings of the Working Notes of CLEF 2019, 2019

Who is Hot and Who is Not? Profiling Celebs on Twitter.

Matej Martinc, Blaz Skrlj, Senja Pollak

Proceedings of the Working Notes of CLEF 2019, 2019

Bisociative Knowledge Discovery for Cross-domain Literature Mining.

Nada Lavrac, Matjaz Jursic, Borut Sluban, Matic Perovsek, Senja Pollak, Tanja Urbancic, Bojan Cestnik

Proceedings of the Computational Creativity, 2019

2018

Computational Creativity in Slovenia.

Senja Pollak, Geraint A. Wiggins, Martin Znidarsic, Nada Lavrac

Informatica (Slovenia), 2018

Towards Creative Software Blending: Computational Infrastructure and Use Cases.

Matej Martinc, Martin Znidarsic, Nada Lavrac, Senja Pollak

Informatica (Slovenia), 2018

Reusable workflows for gender prediction.

Matej Martinc, Senja Pollak

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

SAAMEAT: Active Feature Transformation and Selection Methods for the Recognition of User Eating Conditions.

Fasih Haider, Senja Pollak, Eleni Zarogianni, Saturnino Luz

Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

BISLON: BISociative SLOgaN generation based on stylistic literary devices.

Martin Znidarsic, Matej Martinc, Andraz Repar, Senja Pollak

Proceedings of the Ninth International Conference on Computational Creativity, 2018

Conceptualising Computational Creativity: Towards automated historiography of a research field.

Geraint A. Wiggins, Nada Lavrac, Vid Podpecan, Senja Pollak

Proceedings of the Ninth International Conference on Computational Creativity, 2018

Simplified Hybrid Approach for Detection of Semantic Orientations in Economic Texts.

Jan Stihec, Martin Znidarsic, Senja Pollak

Proceedings of the Advances in Information Retrieval, 2018

Multilingual Gender Classification with Multi-view Deep Learning: Notebook for PAN at CLEF 2018.

Matej Martinc, Blaz Skrlj, Senja Pollak

Proceedings of the Working Notes of CLEF 2018, 2018

2017

Automatic Analysis of Annual Financial Reports: A Case Study.

Jasmina Smailovic, Martin Znidarsic, Aljosa Valentincic, Igor Loncarski, Marko Pahor, Pedro Martins, Senja Pollak

Computación y Sistemas, 2017

PAN 2017: Author Profiling - Gender and Language Variety Prediction.

Matej Martinc, Iza Skrjanec, Katja Zupan, Senja Pollak

Proceedings of the Working Notes of CLEF 2017, 2017

Gender Profiling for Slovene Twitter communication: the Influence of Gender Marking, Content and Style.

Ben Verhoeven, Iza Skrjanec, Senja Pollak

Proceedings of the 6th Workshop on Balto-Slavic Natural Language Processing, 2017

2016

Computational Creativity Conceptualisation Grounded on ICCC Papers.

Senja Pollak, Biljana Mileva-Boshkoska, Dragana Miljkovic, Geraint A. Wiggins, Nada Lavrac

Proceedings of the Seventh International Conference on Computational Creativity, 2016

Optimality Principles in Computational Approaches to Conceptual Blending: Do We Need Them (at) All?

Pedro Martins, Senja Pollak, Tanja Urbancic, Amílcar Cardoso

Proceedings of the Seventh International Conference on Computational Creativity, 2016

2015

RoboCHAIR: Creative Assistant for Question Generation and Ranking.

Senja Pollak, Borut Lesjak, Janez Kranjc, Vid Podpecan, Martin nidaric, Nada Lavrac

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Predicting the Level of Text Standardness in User-generated Content.

Nikola Ljubesic, Darja Fiser, Tomaz Erjavec, Jaka Cibej, Dafne Marko, Senja Pollak, Iza Skrjanec

Proceedings of the Recent Advances in Natural Language Processing, 2015

The Good, the Bad, and the AHA! Blends.

Pedro Martins, Tanja Urbancic, Senja Pollak, Nada Lavrac, Amílcar Cardoso

Proceedings of the Sixth International Conference on Computational Creativity, 2015

Automated Blend Naming Based on Human Creativity Examples.

Senja Pollak, Pedro Martins, Amílcar Cardoso, Tanja Urbancic

Proceedings of the Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), 2015

2012

NLP Web Services for Slovene and English: Morphosyntactic Tagging, Lemmatisation and Definition Extraction.

Senja Pollak, Nejc Trdin, Anze Vavpetic, Tomaz Erjavec

Informatica (Slovenia), 2012

Irregularity Detection in Categorized Document Corpora.

Borut Sluban, Senja Pollak, Roel Coesemans, Nada Lavrac

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

NLP workflow for on-line definition extraction from English and Slovene text corpora.

Senja Pollak, Anze Vavpetic, Janez Kranjc, Nada Lavrac, Spela Vintar

Proceedings of the 11th Conference on Natural Language Processing, 2012

2011

Building and Using Comparable Corpora for Domain-Specific Bilingual Lexicon Extraction.

Darja Fiser, Nikola Ljubesic, Spela Vintar, Senja Pollak

Proceedings of the 4th Workshop on Building and Using Comparable Corpora: Comparable Corpora and the Web, 2011

2010

Learning to Mine Definitions from Slovene Structured and Unstructured Knowledge-Rich Resources.

Darja Fiser, Senja Pollak, Spela Vintar

Proceedings of the International Conference on Language Resources and Evaluation, 2010