Matej Martinc | DeepAI

DeepAI AI Chat

Featured Co-authors

Blaž Škrlj
34 publications
Marko Robnik-Šikonja
34 publications
Senja Pollak
25 publications
Nada Lavrač
15 publications
Antoine Doucet
11 publications
Petra Kralj Novak
7 publications
Lidia Pivovarova
6 publications
Boshko Koloski
6 publications
Syrielle Montariol
5 publications
Jan Kralj
4 publications
Elaine Zosa
4 publications

∙ 01/17/2023

The Recent Advances in Automatic Term Extraction: A survey

Automatic term extraction (ATE) is a Natural Language Processing (NLP) t...

0 Hanh Thi Hong Tran, et al. ∙

∙ 12/12/2022

Ensembling Transformers for Cross-domain Automatic Term Extraction

Automatic term extraction plays an essential role in domain language und...

0 Hanh Thi Hong Tran, et al. ∙

∙ 03/31/2022

A bilingual approach to specialised adjectives through word embeddings in the karstology domain

We present an experiment in extracting adjectives which express a specif...

0 Larisa Grčić Simeunović, et al. ∙

∙ 02/14/2022

Out of Thin Air: Is Zero-Shot Cross-Lingual Keyword Detection Better Than Unsupervised?

Keyword extraction is the task of retrieving words that are essential to...

0 Boshko Koloski, et al. ∙

∙ 01/31/2021

Extending Neural Keyword Extraction with TF-IDF tagset matching

Keyword extraction is the task of identifying words (or multi-word expre...

0 Boshko Koloski, et al. ∙

∙ 07/30/2020

COVID-19 therapy target discovery with context-aware literature mining

The abundance of literature related to the widespread COVID-19 pandemic ...

0 Matej Martinc, et al. ∙

∙ 03/20/2020

TNT-KID: Transformer-based Neural Tagger for Keyword Identification

With growing amounts of available textual data, development of algorithm...

0 Matej Martinc, et al. ∙

∙ 01/18/2020

Capturing Evolution in Word Usage: Just Add More Clusters?

The way the words are used evolves through time, mirroring cultural or t...

0 Syrielle Montariol, et al. ∙

∙ 12/02/2019

Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift

We propose a new method that leverages contextual embeddings for the tas...

0 Matej Martinc, et al. ∙

∙ 07/26/2019

Supervised and unsupervised neural approaches to text readability

We present a set of novel neural supervised and unsupervised approaches ...

0 Matej Martinc, et al. ∙

∙ 02/01/2019

tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification

The use of background knowledge remains largely unexploited in many text...

0 Blaž Škrlj, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world