Pristupačnost
Personality adjectives in the digital world: A natural language processing study of Big Five adjectives and their usage on Reddit
Psychology students and large language models as judges of personality
Closed-domain event extraction for hard news event monitoring: a systematic study
Out-of-distribution detection by leveraging between-layer transformation smoothness
Gender Differences in Describing Personality on Social Media: A Natural Language Processing Approach
On Dataset Transferability in Active Learning for Transformers
Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods
Digital news media as a social resilience proxy: A computational political economy perspective
You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis
Target Two Birds With One SToNe: Entity-Level Sentiment and Tone Analysis in Croatian News Headlines
Psychosis speecah and language database in the Croatian language
Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods
Automatic personality assessment based on the matching of sentences from social media and questionnaire items
SIMPA: Statement-to-Item Matching Personality Assessment from text
Toward Practical Usage of the Attention Mechanism as a Tool for Interpretability
Natural language processing for personality research: A case study of religiousness on the social media site Reddit
From "kind" to "I'm a kind dude": The frequency of the use of personality-descriptive adjectives on the social media website Reddit
Digital News Media as A Social resilience Proxy: A Computational Political Economy Perspective
An empirical study of the design choices for local citation recommendation systems
PANDORA Talks: Personality and Demographics on Reddit
Eksplorativna računalna analiza medijskih izvještaja o koronavirusu u 2020. godini
Representing word meaning in context via lexical substitutes
An exploratory computational analysis of COVID-19 related news in Croatia during 2020
Word sense induction using leader-follower clustering of automatically generated lexical substitutes
A Topic Coverage Approach to Evaluation of Topic Models
Staying True to Your Word: (How) Can Attention Become Explanation?
Structured prediction models for argumentative claim parsing from text
Improved Local Citation Recommendation Based on Context Enhanced with Global Information
Evaluating Automatic Term Extraction Methods on Individual Documents
Computational Analyses of the Effects of a Structure Strategy on College-Level Summaries: Cohesion and Rhetorical Structure
Preemptive Toxic Language Detection in Wikipedia Comments Using Thread-Level Context
Computational Analyses of the Effects of a Structure Strategy on College-Level Summaries: Cohesion and Rhetorical Structure
Analysing Rhetorical Structure as a Key Feature of Summary Coherence
TakeLab at SemEval-2019 Task 4: Hyperpartisan News Detection
Not Just Depressed: Bipolar Disorder Prediction on Reddit
TakeLab at SemEval-2018 Task 7: Combining Sparse and Dense Features for Relation Classification in Scientific Texts
Lexical Substitution for Evaluating Compositional Distributional Models
Paraphrase-focused learning to rank for domain-specific frequently asked questions retrieval
Document-based Topic Coherence Measures for News Media Text
Iterative Recursive Attention Model for Interpretable Sequence Classification
TakeLab at SemEval-2018 Task12: Argument Reasoning Comprehension with Skip-Thought Vectors
Reddit: A Gold Mine for Personality Prediction
Cross-Domain Detection of Abusive Language Online
Combining Shallow and Deep Learning for Aggressive Text Detection
Leveraging Lexical Substitutes for Unsupervised Word Sense Induction
Using Analytic Scoring Rubrics in the Automatic Assessment of College-Level Summary Writing Tasks in L2
Toward Stance Classification Based on Claim Microstructures
TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages
Debunking Sentiment Lexicons: A Case of Domain-Specific Sentiment Classification for Croatian
Comparison of Short-Text Sentiment Analysis Methods for Croatian
Does free word order hurt? Assessing the Practical Lexical Function model for Croatian
Linguistic Features and Newsworthiness: An Analysis of News Style
The first cross-lingual challenge on recognition, normalization, and matching of named entities in Slavic languages
Combining Linguistic Features for the Detection of Croatian Multiword Expressions
A Preliminary Study of Croatian Lexical Substitution
Predicting News Values from Headline Text and Emotions
Detecting Non-covered Questions in Frequently Asked Questions Collections
TakeLab-QA at SemEval-2017 task 3: Classification experiments for answer retrieval in community QA
TakeLab at SemEval-2017 Task 4: Recent deaths and the power of nostalgia in sentiment analysis in Twitter
Two Layers of Annotation for Representing Event Mentions in News Stories
Takelab at SemEval-2017 task 5: Linear aggregation of word embeddings for fine-grained sentiment analysis of financial news
Unsupervised Acquisition of Comprehensive Multiword Lexicons using Competition in an n-gram Lattice
Predictability of distributional semantics in derivational word formation
Lambda račun kao osnova funkcijskog programiranja
Topics and their Salience in the 2015 Parliamentary Election in Croatia: A Topic Model based Analysis of the Media Agenda
Analysis of Policy Agendas: Lessons Learned from Automatic Topic Classification of Croatian Political Texts.
Smoothing Syntax-Based Semantic Spaces: Let The Winner Take It All
VerbCROcean: A Repository of Fine-Grained Semantic Verb Relations for Croatian
Social media argumentation mining: The quest for deliberateness in raucousness
Cro36WSD: A Lexical Sample for Croatian Word Sense Disambiguation
Graph-Based Induction of Word Senses in Croatian
The International Conference on the Advances in Computational Analysis of Political Text
A pilot study in using argumentation frameworks for online debates
FAQIR – A Frequently Asked Questions Retrieval Test Collection
Fill the Gap! Analyzing Implicit Premises between Claims from Online Debates
Detecting and Ranking Conceptual Links between Texts Using a Knowledge Base
TakeLab at SemEval-2016 Task 6: Stance Classification in Tweets Using a Genetic Algorithm Based Ensemble
Construction and Evaluation of Event Graphs
Obtaining a Better Understanding of Distributional Models of German Derivational Morphology
Identifying Prominent Arguments in Online Debates using Semantic Textual Similarity
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay
Morphological Priming in German: The Word is Not Enough (Or Is It?)
Evaluation of Manual Query Expansion Rules on a Domain Specific FAQ Collection
Projekt razvoja sustava upravljanja znanjem
Modeling Semantic Compositionality of Croatian Multiword Expressions
Measuring Semantic Content To Assess Asymmetry in Derivation
Experiments on Active Learning for Croatian Word Sense Disambiguation
Resolving Entity Coreference in Croatian with a Constrained Mention-Pair Model
Getting the Agenda Right: Measuring Media Agenda using Topic Models
A project of developing a knowledge management system
Determining the Semantic Compositionality of Croatian Multi-Word Expressions
Multi-label Classification of Croatian Legal Documents Using EuroVoc Thesaurus
Event Graphs for Information Retrieval and Multi-Document Summarization
HiEve: A Corpus for Extracting Event Hierarchies from News Stories
DerivBase.hr: A High-Coverage Derivational Morphology Resource for Croatian
Back up your Stance: Recognizing Arguments in Online Discussions
Towards Semantic Validation of a Derivational Lexicon
Text Analysis and Retrieval 2014 Course Project Reports
Predicting Croatian Phrase Sentiment Using a Deep Matrix-Vector Model
HeidelTime.Hr: Extracting and Normalizing Temporal Expressions in Croatian
Experiments with Neural Word Embeddings for Croatian
Named Entity Recognition in Croatian Tweets
Constructing Coherent Event Hierarchies from News Stories
CroNER: Recognizing Named Entities in Croatian Using Conditional Random Fields
Croatian frequency dictionary of child language
GPKEX: Genetically Programmed Keyphrase Extraction from Croatian Texts
Frequently Asked Questions Retrieval for Croatian Based on Semantic Textual Similarity
Event-Centered Information Retrieval Using Kernels on Event Graphs
Models for Predicting the Inflectional Paradigm of Unknown Croatian Words
Recognizing Identical Events with Graph Kernels
Derivational Smoothing for Syntactic Distributional Semantics
Building and Evaluating a Distributional Memory for Croatian
DErivBase: Inducing and Evaluating a Derivational Morphology Resource for German
Exploring Coreference Uncertainty of Generically Extracted Event Mentions
Aspect-Oriented Opinion Mining from User Reviews in Croatian
Speech Act Based Classification of Email Messages in Croatian Language
Guessing the Correct Inflectional Paradigm of Unknown Croatian Words
From Requirements to Code: Syntax-based Requirements Analysis for Data-Driven Application Development
Event and Temporal Relation Extraction from Croatian Newspaper Texts
Optimizing Sentence Boundary Detection for Croatian
Semi-Supervised Acquisition of Croatian Sentiment Lexicon
Towards a Constraint Grammar Based Morphological Tagger for Croatian
Experiments on Hybrid Corpus-Based Sentiment Lexicon Acquisition
TakeLab: Systems for Measuring Semantic Text Similarity
Evaluation of Classification Algorithms and Features for Collocation Extraction in Croatian
Distributional Semantics Approach to Detecting Synonyms in Croatian Language
CroNER: A State-of-the-Art Named Entity Recognition and Classification for Croatian
Are You for Real? Learning Event Factuality in Croatian Texts
Unsupervised Topic-Oriented Keyphrase Extraction and its Application to Croatian
Random Indexing Distributional Semantic Models for Croatian Language
Morfološka normalizacija tekstova na hrvatskome za dubinsku analizu i pretraživanje informacija
Question Classification for a Croatian QA System
Brojke i slova - Od morfologije i pretraživanja do vizualizacije tekstnih podataka
Systems for intelligent text analysis and visualization of documents in Croatian language
Correcting Word Merge Errors in Croatian Texts
Extending Lexical Association Measures for Collocation Extraction
Robust Keyphrase Extraction For A Large-Scale Croatian News Production System
Evolving New Lexical Association Measures Using Genetic Programming
Corpus Aligner (CorAl) Evaluation on English- Croatian Parallel Corpora
Croatian OCR Error Correction Using Character Confusions and Language Modelling
Genetičko programiranje susreće lingvistiku: računalni postupci ekstrakcije kolokacija iz korpusa
A Computational Model of Croatian Derivational Morphology
Inovacije i strojna obrada teksta - iskustva s projekta CADIAL
Inovacije i strojna obrada teksta - iskustva s projekta CADIAL
Hrvatski korpus dječjeg jezika i Hrvatski čestotni rječnik dječjeg jezika
TermeX: A Tool for Collocation Extraction
Lexicon-Based Morphological Normalisation and its Aplication to Croatian Language
Comparative Analysis of Automatic Term and Collocation Extraction
String Distance-Based Stemming of the Highly Inflected Croatian Language
Lexical and morphological data from Croatian Child Frequency Dictionary: a developmental perspective
Automatic Keyphrase Extraction from Croatian Newspaper Articles
Automatic Diacritics Restoration in Croatian Texts
Post-test analysis of automatically generated multiple choice exams: a case study
Lexical and morphological data from Croatian Child Frequency Dictionary: developmental perspective
Umjetna inteligencija : Zaključivanje uporabom propozicijske i predikatne logike - zbirka zadataka
Higher-order Functional Representation of Croatian Inflectional Morphology
Evolving New Lexical Association Measures Using Genetic Programming
Building a Search Engine Model with Morphological Normalization Support
Language Morphology Offset: Text Classification on a Croatian-English Parallel Corpus
Enthusiast: An authoring tool for automatic generation of paper-and-pencil multiple-choice tests
Automatic Acquisition of Inflectional Lexica for Morphological Normalisation
Morphological Normalization
TMT : Object-Oriented Text Classification Library
Arhitektura višeagentskog sustava temeljena na obojenim Petrijevim mrežama
Comparison of Collocation Extraction Measures for Document Indexing
Mapping Petri Net-Based Temporal Knowledge Representation Scheme into CP-Net Model
Enhanced Thesaurus Terms Extraction for Document Indexing
Computer Aided Document Indexing System
Computer-Aided document Indexing System
Educational Interactive Software as a Support to the Teaching of Artifical Neural Network Methodology Applied to a Classification Problem
Analiza vremenske redundancije i kompenzacija pokreta kod digitalnog videa korištenjem programskog sustava Mathematica
List of publications at Croatian Scientific Bibliography (CROSBI). Please check out my homepage for an up-to-date list.
Životopis
I am a member of the Text Analysis and Knowledge Engineering Lab (TakeLab).
My CV is available here (academic format) and here (europass).
Nastava
Sveučilišni preddiplomski
- Programiranje u Haskellu (Nositelj, Nositelj)
- Uvod u umjetnu inteligenciju (Nositelj)
- Uvod u umjetnu inteligenciju (Nositelj)
- Projekt iz programske potpore (Predavanja)
- Projekt R (Predavanja)
- Završni rad (Predavanja)
- Završni rad (Predavanja)
Sveučilišni diplomski
- Analiza i pretraživanje teksta (Nositelj)
- Analiza i pretraživanje teksta (Nositelj)
- Strojno učenje 1 (Nositelj, Nositelj)
- Strojno učenje 1 (Nositelj)
- Strojno učenje 2 (Nositelj)
- Strojno učenje 2 (Nositelj)
- Diplomski projekt (Predavanja)
- Diplomski projekt (Predavanja)
- Diplomski projekt (Predavanja)
- Diplomski projekt (Predavanja)
- Diplomski rad (Predavanja)
- Diplomski rad (Predavanja)
- Mentorski seminar (Predavanja)
- Mentorski seminar (Predavanja)
- Prezentacijski seminar (Predavanja)
Poslijediplomski doktorski
- Odabrana poglavlja obrade prirodnog jezika (Nositelj)
Poslijediplomski specijalistički
- Strojno učenje (Nositelj)
Kompetencije
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Computational and artificial intelligence
Knowledge based systems Learning (artificial intelligence) Learning systems Machine learning Neural networks -
Professional communication
Information retrieval -
Systems, man, and cybernetics
Computational linguistics Natural language processing -
Computers and information processing
Big Data applications Text processing Text analysis Text mining