Matej Martinc
Matej Martinc
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Supervised and unsupervised neural approaches to text readability
M Martinc, S Pollak, M Robnik-Šikonja
Computational Linguistics 47 (1), 141-179, 2021
PAN 2017: Author Profiling-Gender and Language Variety Prediction.
M Martinc, I Skrjanec, K Zupan, S Pollak
CLEF (working notes), 2017
Leveraging contextual embeddings for detecting diachronic semantic shift
M Martinc, PK Novak, S Pollak
arXiv preprint arXiv:1912.01072, 2019
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
Scalable and interpretable semantic change detection
S Montariol, M Martinc, L Pivovarova
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
Capturing evolution in word usage: just add more clusters?
M Martinc, S Montariol, E Zosa, L Pivovarova
Companion Proceedings of the Web Conference 2020, 343-349, 2020
TNT-KID: Transformer-based neural tagger for keyword identification
M Martinc, B Škrlj, S Pollak
Natural Language Engineering 28 (4), 409-448, 2022
Tackling the ADReSS Challenge: A Multimodal Approach to the Automated Recognition of Alzheimer's Dementia.
M Martinc, S Pollak
Interspeech, 2157-2161, 2020
Temporal integration of text transcripts and acoustic features for Alzheimer's diagnosis based on spontaneous speech
M Martinc, F Haider, S Pollak, S Luz
Frontiers in Aging Neuroscience 13, 642647, 2021
Embeddia at semeval-2019 task 6: Detecting hate with neural network and transfer learning approaches
A Pelicon, M Martinc, PK Novak
Proceedings of the 13th international workshop on semantic evaluation, 604-610, 2019
Discovery team at SemEval-2020 task 1: Context-sensitive embeddings not always better than static for semantic change detection
M Martinc, S Montariol, E Zosa, L Pivovarova
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 67-73, 2020
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
Erasmus students’ involvement in quality enhancement of Erasmus+ mobility through digital ethnography and ErasmusShouts
M Klemenčič, M Žnidaršič, A Vavpetič, M Martinc
Studies in higher education 42 (5), 925-932, 2017
autoBOT: evolving neuro-symbolic representations for explainable low resource text classification
B Škrlj, M Martinc, N Lavrač, S Pollak
Machine Learning 110 (5), 989-1028, 2021
Zero-shot cross-lingual content filtering: Offensive language and hate speech detection
A Pelicon, R Shekhar, M Martinc, B Škrlj, M Purver, S Pollak
Extending neural keyword extraction with TF-IDF tagset matching
B Koloski, S Pollak, B Škrlj, M Martinc
arXiv preprint arXiv:2102.00472, 2021
Multilingual gender classification with multi-view deep learning
M Martinc, B Skrlj, S Pollak
Proceedings of the Ninth International Conference of the CLEF Association …, 2018
Out of thin air: Is zero-shot cross-lingual keyword detection better than unsupervised?
B Koloski, S Pollak, B Škrlj, M Martinc
arXiv preprint arXiv:2202.06650, 2022
Combining n-grams and deep convolutional features for language variety classification
M Martinc, S Pollak
Natural Language Engineering 25 (5), 607-632, 2019
Reusable workflows for gender prediction
M Martinc, S Pollak
Proceedings of the Eleventh International Conference on Language Resources …, 2018
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