Search Results - "SNAJDER, Jan"

Paraphrase-focused learning to rank for domain-specific frequently asked questions retrieval by Karan, Mladen, Šnajder, Jan

“…•We study the potential of supervised learning to rank for FAQ retrieval.•Supervised models offer performance improvements for this task.•We explored…”
Get full text

Document-based topic coherence measures for news media text by Korenčić, Damir, Ristov, Strahil, Šnajder, Jan

“…•Novel class of document-based coherence measures for news topics proposed and evaluated.•High-performing document-based coherence measure…”
Get full text

Event graphs for information retrieval and multi-document summarization by GLAVAS, Goran, SNAJDER, Jan

“…With the number of documents describing real-world events and event-oriented information needs rapidly growing on a daily basis, the need for efficient…”
Get full text

An empirical study of the design choices for local citation recommendation systems by Medić, Zoran, Šnajder, Jan

“…As the number of published research articles grows on a daily basis, it is becoming increasingly difficult for scientists to keep up with the published work…”
Get full text

Toward Practical Usage of the Attention Mechanism as a Tool for Interpretability by Tutek, Martin, Snajder, Jan

“…Natural language processing (NLP) has been one of the subfields of artificial intelligence much affected by the recent neural revolution. Architectures such as…”
Get full text

SIMPA: Statement-to-Item Matching Personality Assessment from text by Gjurković, Matej, Vukojević, Iva, Šnajder, Jan

“…Automated text-based personality assessment (ATBPA) methods can analyze large amounts of text data and identify nuanced linguistic personality cues. However,…”
Get full text

A Survey of Citation Recommendation Tasks and Methods by Medic, Zoran, Snajder, Jan

“…Scientific articles store vast amounts of knowledge amassed through many decades of research. They serve to communicate research results among scientists but…”
Get full text

Digital news media as a social resilience proxy: A computational political economy perspective by Bilić, Paško, Dukić, David, Arambašić, Lucija, Gjurković, Matej, Šnajder, Jan, Furman, Ivo

“…This article investigates how the COVID-19 pandemic was framed in public, private and non-profit media production. It conceptualises digital news as an…”
Get full text

Closed-domain event extraction for hard news event monitoring: a systematic study by Dukic, David, Dosilovic, Filip Karlo, Pluscec, Domagoj, Snajder, Jan

“…News event monitoring systems allow real-time monitoring of a large number of events reported in the news, including the urgent and critical events comprising…”
Get full text

Representing word meaning in context via lexical substitutes by Alagić, Domagoj, Šnajder, Jan

“…Representing the meaning of individual words is crucial for most natural language processing (NLP) tasks. This, however, is a challenge because word meaning…”
Get full text

Structured prediction models for argumentative claim parsing from text by Boltužić, Filip, Šnajder, Jan

“…The internet abounds with opinions expressed in text. While a number of natural language processing techniques have been proposed for opinion analysis from…”
Get full text

A Topic Coverage Approach to Evaluation of Topic Models by Korencic, Damir, Ristov, Strahil, Repar, Jelena, Snajder, Jan

“…Topic models are widely used unsupervised models capable of learning topics - weighted lists of words and documents - from large collections of text documents…”
Get full text

Extending lexical association measures for collocation extraction by PETROVIC, Saša, SNAJDER, Jan, DALBELO BASIC, Bojana

“…Collocations are linguistic phenomena that occur when two or more words appear together more often than by chance and whose meaning often cannot be inferred…”
Get full text

Word sense induction using leader-follower clustering of automatically generated lexical substitutes by Akkasi, Abbas, Snajder, Jan

“…•Making lexical substitutes (LS) can improve the performance of WSI systems.•Combining the vector space and graph clustering outperforms the performance of…”
Get full text

TMT: Object-Oriented Text Classification Library by Silic, Artur, Saric, Frane, Basic, Bojana Dalbelo, Snajder, Jan

“…This paper describes an object-oriented library for text classification called TMT (Text Mining Tools). We put forward the advantages of object-oriented design…”
Get full text

Building a search engine model with morphological normalization support by Mijic, J., Basic, B.D., Snajder, J.

“…Searching a collection of documents can seem like an easy task, but manipulating textual data can be difficult because the data are mostly unstructured. We…”
Get full text

Tagging Named Entities in Croatian Tweets by Baksa, Krešimir, Golović, Dino, Glavaš, Goran, Šnajder, Jan

“…Named entity extraction tools designed for recognizing named entities in texts written in standard language (e.g., news stories or legal texts) have been shown…”
Get full text

Comparison of collocation extraction measures for document indexing by Petrovic, S., Snajder, J., Dalbelo-Basic, B., Kolar, M.

“…Automatic extraction of collocations from a corpus is a well-known problem in the field of natural language processing. It is typically carried out by…”
Get full text

Modeli za predikcijo oblikoslovnih paradigem za hrvaške besede by Šnajder, Jan

“…Morfološka analiza je predpogoj za številne naloge pri računalniški obdelavi jezika. Pri oblikoslovno bogatih jezikih, kot je hrvaščina, temelji morfološka…”
Get full text

Classification of Czech Sign Language Alphabet Diacritics via LSTM by Snajder, Jan, Krejsa, Jiri

“…The paper presents the classification of image sequences of the single-handed Czech sign language alphabet diacritics. Since diacritics are expressed by the…”
Get full text