Spremljaj
Senja Pollak
Senja Pollak
researcher, Jožef Stefan Institute, Coordinator of EMBEDDIA (H2020)
Preverjeni e-poštni naslov na ijs.si
Naslov
Navedeno
Navedeno
Leto
Supervised and unsupervised neural approaches to text readability
M Martinc, S Pollak, M Robnik-Šikonja
Computational Linguistics 47 (1), 141-179, 2021
1012021
PAN 2017: Author Profiling-Gender and Language Variety Prediction.
M Martinc, I Skrjanec, K Zupan, S Pollak
CLEF (working notes), 2017
81*2017
Leveraging contextual embeddings for detecting diachronic semantic shift
M Martinc, P Kralj Novak, S Pollak
12th Language Resources and Evaluation Conference (LREC), 4811–4819, 2020
522020
tax2vec: Constructing interpretable features from taxonomies for short text classification
B Škrlj, M Martinc, J Kralj, N Lavrač, S Pollak
Computer Speech & Language 65, 101104, 2021
492021
Detecting contrast patterns in newspaper articles by combining discourse analysis and text mining
S Pollak, R Coesemans, W Daelemans, N Lavrač
Pragmatics. Quarterly Publication of the International Pragmatics …, 2011
472011
Emotion recognition in low-resource settings: An evaluation of automatic feature selection methods
F Haider, S Pollak, P Albert, S Luz
Computer Speech & Language 65, 101119, 2021
392021
Predicting the level of text standardness in user generated content.
N Ljubešić, D Fišer, T Erjavec, J Čibej, IŠ Marko, Dafne, Senja Pollak
Proceedings of the International Conference Recent Advances in Natural …, 2015
38*2015
Zero-shot learning for cross-lingual news sentiment classification
A Pelicon, M Pranjić, D Miljković, B Škrlj, S Pollak
Applied Sciences 10 (17), 5993, 2020
342020
Knowledge graph informed fake news classification via heterogeneous representation ensembles
B Koloski, TS Perdih, M Robnik-Šikonja, S Pollak, B Škrlj
Neurocomputing 496, 208-226, 2022
302022
TNT-KID: Transformer-based neural tagger for keyword identification
M Martinc, B Škrlj, S Pollak
Natural Language Engineering 28 (4), 409-448, 2022
302022
RaKUn: Rank-based Keyword Extraction via Unsupervised Learning and Meta Vertex Aggregation
B Škrlj, A Repar, S Pollak
Statistical Language and Speech Processing: 7th International Conference …, 2019
302019
SemEval-2020 task 3: Graded word similarity in context
CS Armendariz, M Purver, S Pollak, N Ljubešić, M Ulčar, I Vulić, ...
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 36-49, 2020
292020
A Resource for Evaluating Graded Word Similarity in Context: CoSimLex
C Armendariz, P Matthew, M Ulčar, S Pollak, N Ljubešić, ...
27*2020
Tackling the ADReSS Challenge: A Multimodal Approach to the Automated Recognition of Alzheimer's Dementia.
M Martinc, S Pollak
INTERSPEECH, 2157-2161, 2020
262020
Towards robust text classification with semantics-aware recurrent neural architecture
B Škrlj, J Kralj, N Lavrač, S Pollak
Machine Learning and Knowledge Extraction 1 (2), 34, 2019
232019
NLP workflow for on-line definition extraction from English and Slovene text corpora
S Pollak, A Vavpetič, J Kranjc, Š Vintar, N Lavrac
Konvens, 2012
232012
BERT meets shapley: Extending SHAP explanations to transformer-based classifiers
E Kokalj, B Škrlj, N Lavrač, S Pollak, M Robnik-Šikonja
Proceedings of the EACL Hackashop on News Media Content Analysis and …, 2021
202021
Identification of COVID-19 related fake news via neural stacking
B Koloski, T Stepišnik-Perdih, S Pollak, B Škrlj
International Workshop on Combating Online Hostile Posts in Regional …, 2021
202021
Karst exploration: extracting terms and definitions from karst domain corpus
S Pollak, A Repar, M Martinc, V Podpečan
Proceedings of eLex 2019, 934-956, 2019
202019
Building and using comparable corpora for domain-specific bilingual lexicon extraction
D Fišer, N Ljubešić, Š Vintar, S Pollak
Proceedings of the 4th Workshop on Building and Using Comparable Corpora …, 2011
192011
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