Senja Pollak
Orcid: 0000-0002-4380-0863
According to our database1,
Senja Pollak
authored at least 102 papers
between 2010 and 2024.
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Bibliography
2024
Can cross-domain term extraction benefit from cross-lingual transfer and nested term labeling?
Mach. Learn., July, 2024
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis.
CoRR, 2024
Semantic change detection for Slovene language: a novel dataset and an approach based on optimal transport.
CoRR, 2024
Proceedings of the Text, Speech, and Dialogue - 27th International Conference, 2024
CoastTerm: A Corpus for Multidisciplinary Term Extraction in Coastal Scientific Literature.
Proceedings of the Text, Speech, and Dialogue - 27th International Conference, 2024
L3i++ at SemEval-2024 Task 8: Can Fine-tuned Large Language Model Detect Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text?
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024
whatdoyoumeme at SemEval-2024 Task 4: Hierarchical-Label-Aware Persuasion Detection using Translated Texts.
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024
Proceedings of the Advances in Intelligent Data Analysis XXII, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
A Computational Analysis of the Dehumanisation of Migrants from Syria and Ukraine in Slovene News Media.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024
2023
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies.
CoRR, 2023
CoRR, 2023
XAI in Computational Linguistics: Understanding Political Leanings in the Slovenian Parliament.
CoRR, 2023
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
2022
Nat. Lang. Eng., 2022
Knowledge graph informed fake news classification via heterogeneous representation ensembles.
Neurocomputing, 2022
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
JSI at SemEval-2022 Task 1: CODWOE - Reverse Dictionary: Monolingual and cross-lingual approaches.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022
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.
Proceedings of the Second Workshop on Language Technology for Equality, 2022
Extracting and Analysing Metaphors in Migration Media Discourse: towards a Metaphor Annotation Scheme.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised?
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Evaluation of Curriculum Learning Algorithms using Computational Creativity Inspired Metrics.
Proceedings of the 13th International Conference on Computational Creativity, Bozen-Bolzano, Italy, June 27, 2022
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.
Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, 2022
Proceedings of the Discovery Science - 25th International Conference, 2022
Proceedings of the Discovery Science - 25th International Conference, 2022
Early detection of depression with linear models using hand-crafted and contextual features.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
2021
PeerJ Comput. Sci., 2021
autoBOT: evolving neuro-symbolic representations for explainable low resource text classification.
Mach. Learn., 2021
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification.
Comput. Speech Lang., 2021
Emotion recognition in low-resource settings: An evaluation of automatic feature selection methods.
Comput. Speech Lang., 2021
Comput. Linguistics, 2021
Proceedings of the Companion of The Web Conference 2021, 2021
Proceedings of the Twelfth International Conference on Computational Creativity, 2021
Proceedings of the Towards Open and Trustworthy Digital Societies, 2021
Exploring Neural Language Models via Analysis of Local and Global Self-Attention Spaces.
Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021
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.
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+.
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.
Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021
Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation, 2021
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.
Proceedings of the Discovery Science - 24th International Conference, 2021
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.
New Gener. Comput., 2020
Lang. Resour. Evaluation, 2020
AttViz: Online exploration of self-attention for transparent neural language modeling.
CoRR, 2020
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
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.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the Eleventh International Conference on Computational Creativity, 2020
Proceedings of the Eleventh International Conference on Computational Creativity, 2020
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.
DHandNLP@PROPOR, 2020
Proceedings of the Working Notes of CLEF 2020, 2020
Proceedings of the Working Notes of CLEF 2020, 2020
Mining Semantic Relations from Comparable Corpora through Intersections of Word Embeddings.
Proceedings of the 13th Workshop on Building and Using Comparable Corpora, 2020
2019
Combining n-grams and deep convolutional features for language variety classification.
Nat. Lang. Eng., 2019
Towards Robust Text Classification with Semantics-Aware Recurrent Neural Architecture.
Mach. Learn. Knowl. Extr., 2019
ACM Comput. Surv., 2019
RaKUn: Rank-based Keyword Extraction via Unsupervised Learning and Meta Vertex Aggregation.
Proceedings of the Statistical Language and Speech Processing, 2019
Proceedings of the Statistical Language and Speech Processing, 2019
Extracting Audio-Visual Features for Emotion Recognition Through Active Feature Selection.
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019
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
Proceedings of the Working Notes of CLEF 2019, 2019
Proceedings of the Working Notes of CLEF 2019, 2019
Proceedings of the Computational Creativity, 2019
2018
Informatica (Slovenia), 2018
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.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018
Proceedings of the Ninth International Conference on Computational Creativity, 2018
Conceptualising Computational Creativity: Towards automated historiography of a research field.
Proceedings of the Ninth International Conference on Computational Creativity, 2018
Proceedings of the Advances in Information Retrieval, 2018
Multilingual Gender Classification with Multi-view Deep Learning: Notebook for PAN at CLEF 2018.
Proceedings of the Working Notes of CLEF 2018, 2018
2017
Computación y Sistemas, 2017
Proceedings of the Working Notes of CLEF 2017, 2017
Gender Profiling for Slovene Twitter communication: the Influence of Gender Marking, Content and Style.
Proceedings of the 6th Workshop on Balto-Slavic Natural Language Processing, 2017
2016
Proceedings of the Seventh International Conference on Computational Creativity, 2016
Optimality Principles in Computational Approaches to Conceptual Blending: Do We Need Them (at) All?
Proceedings of the Seventh International Conference on Computational Creativity, 2016
2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the Recent Advances in Natural Language Processing, 2015
Proceedings of the Sixth International Conference on Computational Creativity, 2015
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.
Informatica (Slovenia), 2012
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.
Proceedings of the 11th Conference on Natural Language Processing, 2012
2011
Building and Using Comparable Corpora for Domain-Specific Bilingual Lexicon Extraction.
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.
Proceedings of the International Conference on Language Resources and Evaluation, 2010