Supervised and unsupervised neural approaches to text readability M Martinc, S Pollak, M Robnik-Šikonja Computational Linguistics 47 (1), 141-179, 2021 | 101 | 2021 |
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, PK Novak, S Pollak arXiv preprint arXiv:1912.01072, 2019 | 52 | 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 | 48 | 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 | 33 | 2020 |
TNT-KID: Transformer-based neural tagger for keyword identification M Martinc, B Škrlj, S Pollak Natural Language Engineering 28 (4), 409-448, 2022 | 30 | 2022 |
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 | 26 | 2021 |
Tackling the ADReSS Challenge: A Multimodal Approach to the Automated Recognition of Alzheimer's Dementia. M Martinc, S Pollak INTERSPEECH, 2157-2161, 2020 | 25 | 2020 |
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 | 20 | 2019 |
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 | 20 | 2019 |
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 | 17 | 2021 |
Erasmus Students' Involvement in Quality Enhancement of Erasmus+ Mobility through Digital Ethnography and ErasmusShouts. M Klemencic, M Žnidaršic, A Vavpetic, M Martinc Studies in Higher Education 42 (5), 925-932, 2017 | 16 | 2017 |
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, 2020 | 15 | 2020 |
Zero-shot cross-lingual content filtering: Offensive language and hate speech detection A Pelicon, R Shekhar, M Martinc, B Škrlj, M Purver, S Pollak | 14 | 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 | 12 | 2018 |
Combining n-grams and deep convolutional features for language variety classification M Martinc, S Pollak Natural Language Engineering 25 (5), 607-632, 2019 | 10 | 2019 |
Reusable workflows for gender prediction M Martinc, S Pollak Proceedings of the Eleventh International Conference on Language Resources …, 2018 | 10 | 2018 |
autoBOT: evolving neuro-symbolic representations for explainable low resource text classification B Škrlj, M Martinc, N Lavrač, S Pollak Machine Learning 110, 989-1028, 2021 | 9 | 2021 |
Extending neural keyword extraction with TF-IDF tagset matching B Koloski, S Pollak, B Škrlj, M Martinc arXiv preprint arXiv:2102.00472, 2021 | 9 | 2021 |
Covid-19 therapy target discovery with context-aware literature mining M Martinc, B Škrlj, S Pirkmajer, N Lavrač, B Cestnik, M Marzidovšek, ... Discovery Science: 23rd International Conference, DS 2020, Thessaloniki …, 2020 | 9 | 2020 |