Matej Martinc

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 51

Top Topics

Data Representations

Term Extraction

Top Venues

CLEF (Working Notes)

EACL (Hackashop)

Publications

Marko Pranjic, Kaja Dobrovoljc, Senja Pollak, Matej Martinc
Semantic change detection for Slovene language: a novel dataset and an approach based on optimal transport. CoRR (2024)
Syrielle Montariol, Matej Martinc, Andraz Pelicon, Senja Pollak, Boshko Koloski, Igor Loncarski, Aljosa Valentincic
Multi-Task Learning for Features Extraction in Financial Annual Reports. CoRR (2024)
Tran Thi Hong Hanh, Matej Martinc, Andraz Repar, Nikola Ljubesic, Antoine Doucet, Senja Pollak
Can cross-domain term extraction benefit from cross-lingual transfer and nested term labeling? Mach. Learn. 113 (7) (2024)
Tran Thi Hong Hanh, Matej Martinc, Jaya Caporusso, Antoine Doucet, Senja Pollak
The Recent Advances in Automatic Term Extraction: A survey. CoRR (2023)
Ligeia Lugli, Matej Martinc, Andraz Pelicon, Senja Pollak
Embeddings models for Buddhist Sanskrit. LREC (2022)
Syrielle Montariol, Matej Martinc, Andraz Pelicon, Senja Pollak, Boshko Koloski, Igor Loncarski, Aljosa Valentincic, Katarina Sitar Sustar, Riste Ichev, Martin Znidarsic
Multi-task Learning for Features Extraction in Financial Annual Reports. PKDD/ECML Workshops (2) (2022)
Matej Martinc, Blaz Skrlj, Senja Pollak
TNT-KID: Transformer-based neural tagger for keyword identification. Nat. Lang. Eng. 28 (4) (2022)
Larisa Grcic Simeunovic, Matej Martinc, Spela Vintar
A bilingual approach to specialised adjectives through word embeddings in the karstology domain. CoRR (2022)
Tran Thi Hong Hanh, Matej Martinc, Matthew Purver, Senja Pollak
JSI at SemEval-2022 Task 1: CODWOE - Reverse Dictionary: Monolingual and cross-lingual approaches. SemEval@NAACL (2022)
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? CoRR (2022)
Tran Thi Hong Hanh, Matej Martinc, Antoine Doucet, Senja Pollak
Can Cross-Domain Term Extraction Benefit from Cross-lingual Transfer? DS (2022)
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? LREC (2022)
Tran Thi Hong Hanh, Matej Martinc, Andraz Pelicon, Antoine Doucet, Senja Pollak
Ensembling Transformers for Cross-domain Automatic Term Extraction. ICADL (2022)
Matej Martinc, Syrielle Montariol, Lidia Pivovarova, Elaine Zosa
Effectiveness of Data Augmentation and Pretraining for Improving Neural Headline Generation in Low-Resource Settings. LREC (2022)
Tran Thi Hong Hanh, Matej Martinc, Andraz Pelicon, Antoine Doucet, Senja Pollak
Ensembling Transformers for Cross-domain Automatic Term Extraction. CoRR (2022)
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, Jose G. Moreno, Antoine Doucet, Hannu Toivonen
EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions. EACL (Hackashop) (2021)
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
Extending Neural Keyword Extraction with TF-IDF tagset matching. EACL (Hackashop) (2021)
Blaz Skrlj, Matej Martinc, Nada Lavrac, Senja Pollak
autoBOT: evolving neuro-symbolic representations for explainable low resource text classification. Mach. Learn. 110 (5) (2021)
Andraz Pelicon, Ravi Shekhar, Matej Martinc, Blaz Skrlj, Matthew Purver, Senja Pollak
Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection. EACL (Hackashop) (2021)
Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
Extending Neural Keyword Extraction with TF-IDF tagset matching. CoRR (2021)
Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. Comput. Speech Lang. 65 (2021)
Matej Martinc, Nina Perger, Andraz Pelicon, Matej Ulcar, Andreja Vezovnik, Senja Pollak
EMBEDDIA hackathon report: Automatic sentiment and viewpoint analysis of Slovenian news corpus on the topic of LGBTIQ+. EACL (Hackashop) (2021)
Matej Martinc, Senja Pollak, Marko Robnik-Sikonja
Supervised and Unsupervised Neural Approaches to Text Readability. Comput. Linguistics 47 (1) (2021)
Syrielle Montariol, Matej Martinc, Lidia Pivovarova
Scalable and Interpretable Semantic Change Detection. NAACL-HLT (2021)
Nada Lavrac, Matej Martinc, Senja Pollak, Marusa Pompe-Novak, Bojan Cestnik
Bisociative Literature-Based Discovery: Lessons Learned and New Word Embedding Approach. New Gener. Comput. 38 (4) (2020)
Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak
COVID-19 Therapy Target Discovery with Context-Aware Literature Mining. DS (2020)
Matej Martinc, Syrielle Montariol, Elaine Zosa, Lidia Pivovarova
Capturing Evolution in Word Usage: Just Add More Clusters? WWW (Companion Volume) (2020)
Senja Pollak, Matej Martinc, Katja Mihurko Poniz
Natural Language Processing for Literary Text Analysis: Word-Embeddings-Based Analysis of Zofka Kveder's Work. DHandNLP@PROPOR (2020)
Matej Martinc, Syrielle Montariol, Elaine Zosa, Lidia Pivovarova
Discovery Team at SemEval-2020 Task 1: Context-sensitive Embeddings Not Always Better than Static for Semantic Change Detection. SemEval@COLING (2020)
Spela Vintar, Larisa Grcic Simeunovic, Matej Martinc, Senja Pollak, Uros Stepisnik
Mining Semantic Relations from Comparable Corpora through Intersections of Word Embeddings. BUCC@LREC (2020)
Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak
COVID-19 therapy target discovery with context-aware literature mining. CoRR (2020)
Matej Martinc, Syrielle Montariol, Elaine Zosa, Lidia Pivovarova
Capturing Evolution in Word Usage: Just Add More Clusters? CoRR (2020)
Andraz Repar, Matej Martinc, Senja Pollak
Reproduction, replication, analysis and adaptation of a term alignment approach. Lang. Resour. Evaluation 54 (3) (2020)
Matej Martinc, Blaz Skrlj, Senja Pollak
TNT-KID: Transformer-based Neural Tagger for Keyword Identification. CoRR (2020)
Nada Lavrac, Matej Martinc, Senja Pollak, Bojan Cestnik
Bisociative Literature-Based Discovery: Lessons Learned and New Prospects. ICCC (2020)
Matej Martinc, Petra Kralj Novak, Senja Pollak
Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift. LREC (2020)
Matej Martinc, Senja Pollak
Tackling the ADReSS Challenge: A Multimodal Approach to the Automated Recognition of Alzheimer's Dementia. INTERSPEECH (2020)
Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak
tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. CoRR (2019)
Matej Martinc, Senja Pollak
Pooled LSTM for Dutch Cross-genre Gender Classification. GxG@CLIN (2019)
Matej Martinc, Blaz Skrlj, Senja Pollak
Who is Hot and Who is Not? Profiling Celebs on Twitter. CLEF (Working Notes) (2019)
Matej Martinc, Senja Pollak
Combining n-grams and deep convolutional features for language variety classification. Nat. Lang. Eng. 25 (5) (2019)
Matej Martinc, Blaz Skrlj, Senja Pollak
Fake or Not: Distinguishing between Bots, Males and Females. CLEF (Working Notes) (2019)
Matej Martinc, Senja Pollak, Marko Robnik-Sikonja
Supervised and unsupervised neural approaches to text readability. CoRR (2019)
Andraz Pelicon, Matej Martinc, Petra Kralj Novak
Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Approaches. SemEval@NAACL-HLT (2019)
Matej Martinc, Petra Kralj Novak, Senja Pollak
Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift. CoRR (2019)
Matej Martinc, Senja Pollak
Reusable workflows for gender prediction. LREC (2018)
Matej Martinc, Martin Znidarsic, Nada Lavrac, Senja Pollak
Towards Creative Software Blending: Computational Infrastructure and Use Cases. Informatica (Slovenia) 42 (1) (2018)
Kaja Dobrovoljc, Matej Martinc
Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing. UDW@EMNLP (2018)
Martin Znidarsic, Matej Martinc, Andraz Repar, Senja Pollak
BISLON: BISociative SLOgaN generation based on stylistic literary devices. ICCC (2018)
Matej Martinc, Blaz Skrlj, Senja Pollak
Multilingual Gender Classification with Multi-view Deep Learning: Notebook for PAN at CLEF 2018. CLEF (Working Notes) (2018)
Matej Martinc, Iza Skrjanec, Katja Zupan, Senja Pollak
PAN 2017: Author Profiling - Gender and Language Variety Prediction. CLEF (Working Notes) (2017)