Matej Martinc - RankMe

59 papers A 1B 8C 2Journal 27Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Benchmarking Machine Learning Approaches for Polarization Mapping in Ferroelectrics Using 4D-STEM. CoRR Matej Martinc, Goran Drazic, Anton Kokalj, Katarina Ziberna, Janina Roknic, Matic Poberznik, Saso Dzeroski, Andreja Bencan Golob
2026	J	`jnl`	Recent Advances in Automatic Term Extraction: A Comprehensive Survey. ACM Comput. Surv. Tran Thi Hong Hanh, Matej Martinc, Jaya Caporusso, Julien Delaunay, Antoine Doucet, Senja Pollak
2025	—	`conf`	Can Segment Anything Model Segment Just Some Things? Improving Zero-Shot Segmentation of Electron Microscopic Images with Clustering. EUVIP Matej Martinc, Anastasija Manojlovska, Saso Dzeroski
2025	B	`conf`	FoodSEM: Large Language Model Specialized in Food Named-Entity Linking. DS Ana Gjorgjevikj, Matej Martinc, Gjorgjina Cenikj, Saso Dzeroski, Barbara Korousic-Seljak, Tome Eftimov
2025	J	`jnl`	FoodSEM: Large Language Model Specialized in Food Named-Entity Linking. CoRR Ana Gjorgjevikj, Matej Martinc, Gjorgjina Cenikj, Saso Dzeroski, Barbara Korousic-Seljak, Tome Eftimov
2025	—	`conf`	SEKE: Specialised Experts for Keyword Extraction. EMNLP (Findings) Matej Martinc, Tran Thi Hong Hanh, Senja Pollak, Boshko Koloski
2025	J	`jnl`	Textflows: an open science NLP evaluation approach. Lang. Resour. Evaluation Matej Martinc, Matic Perovsek, Nada Lavrac, Senja Pollak
2024	J	`jnl`	Can cross-domain term extraction benefit from cross-lingual transfer and nested term labeling? Mach. Learn. Tran Thi Hong Hanh, Matej Martinc, Andraz Repar, Nikola Ljubesic, Antoine Doucet, Senja Pollak
2024	J	`jnl`	Multi-Task Learning for Features Extraction in Financial Annual Reports. CoRR Syrielle Montariol, Matej Martinc, Andraz Pelicon, Senja Pollak, Boshko Koloski, Igor Loncarski, Aljosa Valentincic
2024	J	`jnl`	SEKE: Specialised Experts for Keyword Extraction. CoRR Matej Martinc, Hanh Thi Hong Tran, Senja Pollak, Boshko Koloski
2024	J	`jnl`	Semantic change detection for Slovene language: a novel dataset and an approach based on optimal transport. CoRR Marko Pranjic, Kaja Dobrovoljc, Senja Pollak, Matej Martinc
2023	J	`jnl`	The Recent Advances in Automatic Term Extraction: A survey. CoRR Tran Thi Hong Hanh, Matej Martinc, Jaya Caporusso, Antoine Doucet, Senja Pollak
2022	J	`jnl`	A bilingual approach to specialised adjectives through word embeddings in the karstology domain. CoRR Larisa Grcic Simeunovic, Matej Martinc, Spela Vintar
2022	B	`conf`	Can Cross-Domain Term Extraction Benefit from Cross-lingual Transfer? DS Tran Thi Hong Hanh, Matej Martinc, Antoine Doucet, Senja Pollak
2022	B	`conf`	Effectiveness of Data Augmentation and Pretraining for Improving Neural Headline Generation in Low-Resource Settings. LREC Matej Martinc, Syrielle Montariol, Lidia Pivovarova, Elaine Zosa
2022	B	`conf`	Embeddings models for Buddhist Sanskrit. LREC Ligeia Lugli, Matej Martinc, Andraz Pelicon, Senja Pollak
2022	—	`conf`	Ensembling Transformers for Cross-domain Automatic Term Extraction. ICADL Tran Thi Hong Hanh, Matej Martinc, Andraz Pelicon, Antoine Doucet, Senja Pollak
2022	J	`jnl`	Ensembling Transformers for Cross-domain Automatic Term Extraction. CoRR Tran Thi Hong Hanh, Matej Martinc, Andraz Pelicon, Antoine Doucet, Senja Pollak
2022	—	`conf`	JSI at SemEval-2022 Task 1: CODWOE - Reverse Dictionary: Monolingual and cross-lingual approaches. SemEval@NAACL Tran Thi Hong Hanh, Matej Martinc, Matthew Purver, Senja Pollak
2022	—	`conf`	Multi-task Learning for Features Extraction in Financial Annual Reports. PKDD/ECML Workshops (2) Syrielle Montariol, Matej Martinc, Andraz Pelicon, Senja Pollak, Boshko Koloski, Igor Loncarski, Aljosa Valentincic, Katarina Sitar Sustar, Riste Ichev, Martin Znidarsic
2022	B	`conf`	Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? LREC Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
2022	J	`jnl`	Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised? CoRR Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
2022	J	`jnl`	TNT-KID: Transformer-based neural tagger for keyword identification. Nat. Lang. Eng. Matej Martinc, Blaz Skrlj, Senja Pollak
2021	—	`conf`	EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions. EACL (Hackashop) 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, José G. Moreno, Antoine Doucet, Hannu Toivonen
2021	—	`conf`	EMBEDDIA hackathon report: Automatic sentiment and viewpoint analysis of Slovenian news corpus on the topic of LGBTIQ+. EACL (Hackashop) Matej Martinc, Nina Perger, Andraz Pelicon, Matej Ulcar, Andreja Vezovnik, Senja Pollak
2021	—	`conf`	Extending Neural Keyword Extraction with TF-IDF tagset matching. EACL (Hackashop) Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
2021	J	`jnl`	Extending Neural Keyword Extraction with TF-IDF tagset matching. CoRR Boshko Koloski, Senja Pollak, Blaz Skrlj, Matej Martinc
2021	—	`conf`	Scalable and Interpretable Semantic Change Detection. NAACL-HLT Syrielle Montariol, Matej Martinc, Lidia Pivovarova
2021	J	`jnl`	Supervised and Unsupervised Neural Approaches to Text Readability. Comput. Linguistics Matej Martinc, Senja Pollak, Marko Robnik-Sikonja
2021	—	`conf`	Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection. EACL (Hackashop) Andraz Pelicon, Ravi Shekhar, Matej Martinc, Blaz Skrlj, Matthew Purver, Senja Pollak
2021	J	`jnl`	autoBOT: evolving neuro-symbolic representations for explainable low resource text classification. Mach. Learn. Blaz Skrlj, Matej Martinc, Nada Lavrac, Senja Pollak
2021	J	`jnl`	tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. Comput. Speech Lang. Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak
2020	C	`conf`	Bisociative Literature-Based Discovery: Lessons Learned and New Prospects. ICCC Nada Lavrac, Matej Martinc, Senja Pollak, Bojan Cestnik
2020	J	`jnl`	Bisociative Literature-Based Discovery: Lessons Learned and New Word Embedding Approach. New Gener. Comput. Nada Lavrac, Matej Martinc, Senja Pollak, Marusa Pompe-Novak, Bojan Cestnik
2020	B	`conf`	COVID-19 Therapy Target Discovery with Context-Aware Literature Mining. DS Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak
2020	J	`jnl`	COVID-19 therapy target discovery with context-aware literature mining. CoRR Matej Martinc, Blaz Skrlj, Sergej Pirkmajer, Nada Lavrac, Bojan Cestnik, Martin Marzidovsek, Senja Pollak
2020	—	`conf`	Capturing Evolution in Word Usage: Just Add More Clusters? WWW (Companion Volume) Matej Martinc, Syrielle Montariol, Elaine Zosa, Lidia Pivovarova
2020	J	`jnl`	Capturing Evolution in Word Usage: Just Add More Clusters? CoRR Matej Martinc, Syrielle Montariol, Elaine Zosa, Lidia Pivovarova
2020	—	`conf`	Discovery Team at SemEval-2020 Task 1: Context-sensitive Embeddings Not Always Better than Static for Semantic Change Detection. SemEval@COLING Matej Martinc, Syrielle Montariol, Elaine Zosa, Lidia Pivovarova
2020	B	`conf`	Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift. LREC Matej Martinc, Petra Kralj Novak, Senja Pollak
2020	—	`conf`	Mining Semantic Relations from Comparable Corpora through Intersections of Word Embeddings. BUCC@LREC Spela Vintar, Larisa Grcic Simeunovic, Matej Martinc, Senja Pollak, Uros Stepisnik
2020	—	`conf`	Natural Language Processing for Literary Text Analysis: Word-Embeddings-Based Analysis of Zofka Kveder's Work. DHandNLP@PROPOR Senja Pollak, Matej Martinc, Katja Mihurko Poniz
2020	J	`jnl`	Reproduction, replication, analysis and adaptation of a term alignment approach. Lang. Resour. Evaluation Andraz Repar, Matej Martinc, Senja Pollak
2020	J	`jnl`	TNT-KID: Transformer-based Neural Tagger for Keyword Identification. CoRR Matej Martinc, Blaz Skrlj, Senja Pollak
2020	A	`conf`	Tackling the ADReSS Challenge: A Multimodal Approach to the Automated Recognition of Alzheimer's Dementia. INTERSPEECH Matej Martinc, Senja Pollak
2019	J	`jnl`	Combining n-grams and deep convolutional features for language variety classification. Nat. Lang. Eng. Matej Martinc, Senja Pollak
2019	—	`conf`	Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Approaches. SemEval@NAACL-HLT Andraz Pelicon, Matej Martinc, Petra Kralj Novak
2019	—	`conf`	Fake or Not: Distinguishing between Bots, Males and Females. CLEF (Working Notes) Matej Martinc, Blaz Skrlj, Senja Pollak
2019	J	`jnl`	Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift. CoRR Matej Martinc, Petra Kralj Novak, Senja Pollak
2019	—	`conf`	Pooled LSTM for Dutch Cross-genre Gender Classification. GxG@CLIN Matej Martinc, Senja Pollak
2019	J	`jnl`	Supervised and unsupervised neural approaches to text readability. CoRR Matej Martinc, Senja Pollak, Marko Robnik-Sikonja
2019	—	`conf`	Who is Hot and Who is Not? Profiling Celebs on Twitter. CLEF (Working Notes) Matej Martinc, Blaz Skrlj, Senja Pollak
2019	J	`jnl`	tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. CoRR Blaz Skrlj, Matej Martinc, Jan Kralj, Nada Lavrac, Senja Pollak
2018	C	`conf`	BISLON: BISociative SLOgaN generation based on stylistic literary devices. ICCC Martin Znidarsic, Matej Martinc, Andraz Repar, Senja Pollak
2018	—	`conf`	Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing. UDW@EMNLP Kaja Dobrovoljc, Matej Martinc
2018	—	`conf`	Multilingual Gender Classification with Multi-view Deep Learning: Notebook for PAN at CLEF 2018. CLEF (Working Notes) Matej Martinc, Blaz Skrlj, Senja Pollak
2018	B	`conf`	Reusable workflows for gender prediction. LREC Matej Martinc, Senja Pollak
2018	J	`jnl`	Towards Creative Software Blending: Computational Infrastructure and Use Cases. Informatica (Slovenia) Matej Martinc, Martin Znidarsic, Nada Lavrac, Senja Pollak
2017	—	`conf`	PAN 2017: Author Profiling - Gender and Language Variety Prediction. CLEF (Working Notes) Matej Martinc, Iza Skrjanec, Katja Zupan, Senja Pollak