Gender Differences in Describing Personality on Social Media: A Natural Language Processing Approach
You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis
Psychosis speecah and language database in the Croatian language
Digital news media as a social resilience proxy: A computational political economy perspective
Target Two Birds With One SToNe: Entity-Level Sentiment and Tone Analysis in Croatian News Headlines
Automatic personality assessment based on the matching of sentences from social media and questionnaire items
Digital News Media as A Social resilience Proxy: A Computational Political Economy Perspective
From "kind" to "I'm a kind dude": The frequency of the use of personality-descriptive adjectives on the social media website Reddit
SIMPA: Statement-to-Item Matching Personality Assessment from text
An empirical study of the design choices for local citation recommendation systems
Toward Practical Usage of the Attention Mechanism as a Tool for Interpretability
Extending the recurrent neural network model for improved compositional modelling of text sequences
Natural language processing for personality research: A case study of religiousness on the social media site Reddit
Word sense induction using leader-follower clustering of automatically generated lexical substitutes
An exploratory computational analysis of COVID-19 related news in Croatia during 2020
Exploratory computational analysis of coronavirus media reports in 2020
PANDORA Talks: Personality and Demographics on Reddit
Representing word meaning with lexical substitutes
Representing word meaning in context via lexical substitutes
A Topic Coverage Approach to Evaluation of Topic Models
Computational Methods for Argumentation Mining of Claims in Internet Discussions
Structured prediction models for argumentative claim parsing from text
Staying True to Your Word: (How) Can Attention Become Explanation?
Improved Local Citation Recommendation Based on Context Enhanced with Global Information
Analysing Rhetorical Structure as a Key Feature of Summary Coherence
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
Computational Analyses of the Effects of a Structure Strategy on College-Level Summaries: Cohesion and Rhetorical Structure
TakeLab at SemEval-2019 Task 4: Hyperpartisan News Detection
Computational Methods for Modelling and Analysis of the Media Agenda Based on Machine Learning
Evaluating Automatic Term Extraction Methods on Individual Documents
TakeLab at SemEval-2018 Task12: Argument Reasoning Comprehension with Skip-Thought Vectors
Paraphrase-focused learning to rank for domain-specific frequently asked questions retrieval
Lexical Substitution for Evaluating Compositional Distributional Models
TakeLab at SemEval-2018 Task 7: Combining Sparse and Dense Features for Relation Classification in Scientific Texts
Document-based Topic Coherence Measures for News Media Text
Reddit: A Gold Mine for Personality Prediction
Leveraging Lexical Substitutes for Unsupervised Word Sense Induction
Not Just Depressed: Bipolar Disorder Prediction on Reddit
Deep Learning Models for Reading Comprehension
Combining Shallow and Deep Learning for Aggressive Text Detection
Iterative Recursive Attention Model for Interpretable Sequence Classification
Expository Text Processing in L2
Cross-Domain Detection of Abusive Language Online
Using Analytic Scoring Rubrics in the Automatic Assessment of College-Level Summary Writing Tasks in L2
A Preliminary Study of Croatian Lexical Substitution
TakeLab-QA at SemEval-2017 task 3: Classification experiments for answer retrieval in community QA
The first cross-lingual challenge on recognition, normalization, and matching of named entities in Slavic languages
TakeLab at SemEval-2017 Task 4: Recent deaths and the power of nostalgia in sentiment analysis in Twitter
Detecting Non-covered Questions in Frequently Asked Questions Collections
Takelab at SemEval-2017 task 5: Linear aggregation of word embeddings for fine-grained sentiment analysis of financial news
TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages
Debunking Sentiment Lexicons: A Case of Domain-Specific Sentiment Classification for Croatian
Linguistic Features and Newsworthiness: An Analysis of News Style
Does free word order hurt? Assessing the Practical Lexical Function model for Croatian
Two Layers of Annotation for Representing Event Mentions in News Stories
Predicting News Values from Headline Text and Emotions
Toward Stance Classification Based on Claim Microstructures
Comparison of Short-Text Sentiment Analysis Methods for Croatian
Combining Linguistic Features for the Detection of Croatian Multiword Expressions
Computer-aided Construction and Semantic Search of Question and Answer Collections.
Unsupervised Acquisition of Comprehensive Multiword Lexicons using Competition in an n-gram Lattice
Formalisation and Quantification of a Cognitively Motivated Conceptual Space Model Based on the Prototype Theory
Predictability of distributional semantics in derivational word formation
TakeLab at SemEval-2016 Task 6: Stance Classification in Tweets Using a Genetic Algorithm Based Ensemble
The International Conference on the Advances in Computational Analysis of Political Text
Lambda calculus as a base of functional programming
VerbCROcean: A Repository of Fine-Grained Semantic Verb Relations for Croatian
Topics and their Salience in the 2015 Parliamentary Election in Croatia: A Topic Model based Analysis of the Media Agenda
Detecting and Ranking Conceptual Links between Texts Using a Knowledge Base
Fill the Gap! Analyzing Implicit Premises between Claims from Online Debates
Analysis of Policy Agendas: Lessons Learned from Automatic Topic Classification of Croatian Political Texts.
FAQIR – A Frequently Asked Questions Retrieval Test Collection
A pilot study in using argumentation frameworks for online debates
Graph-Based Induction of Word Senses in Croatian
Social media argumentation mining: The quest for deliberateness in raucousness
Smoothing Syntax-Based Semantic Spaces: Let The Winner Take It All
Cro36WSD: A Lexical Sample for Croatian Word Sense Disambiguation
Evaluation of Manual Query Expansion Rules on a Domain Specific FAQ Collection
Obtaining a Better Understanding of Distributional Models of German Derivational Morphology
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay
A Project of Developing a Knowledge Management System
Experiments on Active Learning for Croatian Word Sense Disambiguation
Identifying Prominent Arguments in Online Debates using Semantic Textual Similarity
Resolving Entity Coreference in Croatian with a Constrained Mention-Pair Model
Construction and Evaluation of Event Graphs
Measuring Semantic Content To Assess Asymmetry in Derivation
Morphological Priming in German: The Word is Not Enough (Or Is It?)
Sentiment Analysis in Tweets in Croatian Language
Automated Extraction of Bilingual Lexicons Based on Semantic Vector Spaces
Shallow Semantic Parsing of Croatian Texts
Getting the Agenda Right: Measuring Media Agenda using Topic Models
A project of developing a knowledge management system
Modeling Semantic Compositionality of Croatian Multiword Expressions
Text Information Extraction and Retrieval Based on Event Graphs
Multi-label Classification of Croatian Legal Documents Using EuroVoc Thesaurus
Determining the Semantic Compositionality of Croatian Multi-Word Expressions
HeidelTime.Hr: Extracting and Normalizing Temporal Expressions in Croatian
Temporal Expression Tagging for Croatian Texts
DerivBase.hr: A High-Coverage Derivational Morphology Resource for Croatian
Towards Semantic Validation of a Derivational Lexicon
HiEve: A Corpus for Extracting Event Hierarchies from News Stories
Constructing Coherent Event Hierarchies from News Stories
Predicting Croatian Phrase Sentiment Using a Deep Matrix-Vector Model
Named Entity Recognition in Croatian Tweets
Back up your Stance: Recognizing Arguments in Online Discussions
Text Analysis and Retrieval 2014 Course Project Reports
Event Graphs for Information Retrieval and Multi-Document Summarization
Experiments with Neural Word Embeddings for Croatian
Using Deep Learning for Sentiment Analysis of Croatian Expressions
Frequently Asked Questions Retrieval for Croatian Based on Semantic Textual Similarity
CroNER: Recognizing Named Entities in Croatian Using Conditional Random Fields
GPKEX: Genetically Programmed Keyphrase Extraction from Croatian Texts
Coreference Resolution in Croatian Texts
Recognizing Identical Events with Graph Kernels
Croatian frequency dictionary of child language
Event-Centered Information Retrieval Using Kernels on Event Graphs
Exploring Coreference Uncertainty of Generically Extracted Event Mentions
DErivBase: Inducing and Evaluating a Derivational Morphology Resource for German
Building and Evaluating a Distributional Memory for Croatian
Derivational Smoothing for Syntactic Distributional Semantics
Models for Predicting the Inflectional Paradigm of Unknown Croatian Words
Aspect-Oriented Opinion Mining from User Reviews in Croatian
Event and Temporal Relation Extraction from Croatian Newspaper Texts
Evaluation of Classification Algorithms and Features for Collocation Extraction in Croatian
Experiments on Hybrid Corpus-Based Sentiment Lexicon Acquisition
CroNER: A State-of-the-Art Named Entity Recognition and Classification for Croatian
Semi-Supervised Acquisition of Croatian Sentiment Lexicon
Are You for Real? Learning Event Factuality in Croatian Texts
Towards a Constraint Grammar Based Morphological Tagger for Croatian
Speech Act Based Classification of Email Messages in Croatian Language
Distributional Semantics Approach to Detecting Synonyms in Croatian Language
TakeLab: Systems for Measuring Semantic Text Similarity
Event and Temporal Relation Extraction in Croatian Language Texts
Guessing the Correct Inflectional Paradigm of Unknown Croatian Words
Optimizing Sentence Boundary Detection for Croatian
From Requirements to Code: Syntax-based Requirements Analysis for Data-Driven Application Development
Matching Co-referent Named Entities Using Machine Learning
Application of Topic Models to Analysis of Croatian Documents
A Controlled Natural Language Parser
Random Indexing Distributional Semantic Models for Croatian Language
Unsupervised Topic-Oriented Keyphrase Extraction and its Application to Croatian
Automatic Paraphrasing of Croatian Expressions and Sentences
Question Classification for a Croatian QA System
Computational Models of Distributional Lexical Semantics in Croatian Language
Computer Agents for Poker
Morphological Normalization of Texts in Croatian Language for Text Mining and Information Retrieval
Unsupervised Parser for Croatian Language
Acronym extraction in Croatian language
Temporal Expression Tagging in Croatian Texts
Unsupervised Coreference Resolution
Tagging parts of speech Croatian texts
Deep Generative Models for Semantic Document Clustering
Applying Machine Learning methods to User Review Summarization
Grammar and Style Checker for Croatian Language
Robust Keyphrase Extraction For A Large-Scale Croatian News Production System
Correction of Merged Words Errors in Texts Obtained by Optical Character Recognition
Genetic programming meets linguistics: computational methods for extracting collocations from corpora
Program environment for execution of tournaments for game playing algorithms
Corpus Aligner (CorAl) Evaluation on English- Croatian Parallel Corpora
Evolving New Lexical Association Measures Using Genetic Programming
A Stemming Algorithm Based on String Clustering
Systems for intelligent text analysis and visualization of documents in Croatian language
OCR Error Correction
Determining Semantic Orientation of Subjective Words and Phrases
Innovation in machine processing of textual data - experiences from the CADIAL project
Innovation in machine processing of textual data - experiences from the CADIAL project
Correcting Word Merge Errors in Croatian Texts
Building a Stemming Algorithm Using Genetic Programming
Question Type Classification for Information Retrieval Systems
Croatian OCR Error Correction Using Character Confusions and Language Modelling
Letters and numbers - From morphology and text search to text visualization
Word Sense Discrimination Using Expectation Maximization Algorithm
Automated Sentence Boundary Detection
Morphological Normalization of Texts in Croatian Language for Text Mining and Information Retrieval
A Computational Model of Croatian Derivational Morphology
Extending Lexical Association Measures for Collocation Extraction
System for Organizing and Sharing Knowledge Based on Topic Maps
Implementation of a game simulator and checkers game-playing algorithms
Keyword Extraction from Text Using Decision Trees
Keyword Extraction Based on Document Clustering
Web Page Cleaning Techniques for Text Mining
Lexicon-Based Morphological Normalisation and its Aplication to Croatian Language
Lexical and morphological data from Croatian Child Frequency Dictionary: developmental perspective
Comparative Analysis of Automatic Term and Collocation Extraction
Structure-Based Web Page Comparison Algorithm
FAQ retrieval system for Croatian language
Automatic Keyphrase Extraction from Croatian Newspaper Articles
Word Sense Discrimination
Lexical and morphological data from Croatian Child Frequency Dictionary: a developmental perspective
Collocation extraction from corpus
TermeX: A Tool for Collocation Extraction
Lexical and morphological data from Croatian Child Frequency Dictionary: developmental perspective
String Distance-Based Stemming of the Highly Inflected Croatian Language
OCR Error Correction
Automatic Diacritics Restoration in Croatian Texts
Automatic Diacritics Restoration in Croatian Texts
Post-test analysis of automatically generated multiple choice exams: a case study
A heuristic algorithm for matching of address data
Morphological Normalization
Enthusiast: An authoring tool for automatic generation of paper-and-pencil multiple-choice tests
Building a Search Engine Model with Morphological Normalization Support
Automatic Acquisition of Inflectional Lexica for Morphological Normalisation
Matrix transformation and k-means algorithm for visualization of text data
Artificial Intelligence : Reasoning using Propositional and Predicate Logic - problems collection
Dialogue system in Croatian language
Evolving New Lexical Association Measures Using Genetic Programming
Higher-order Functional Representation of Croatian Inflectional Morphology
Language Morphology Offset: Text Classification on a Croatian-English Parallel Corpus
TMT : Object-Oriented Text Classification Library
Comparison of Collocation Extraction Measures for Document Indexing
Multiagent System Architecture Based on Coloured Petri Nets
Mapping Petri Net-Based Temporal Knowledge Representation Scheme into CP-Net Model
Computer-Aided document Indexing System
Enhanced Thesaurus Terms Extraction for Document Indexing
Computer Aided Document Indexing System
Educational Interactive Software as a Support to the Teaching of Artifical Neural Network Methodology Applied to a Classification Problem
Temporal redundancy analysis and motion compensation in digital video using the software system Mathematica
Teaching
University undergraduate
- Introduction to Artificial Intelligence (Lecturer in charge)
- Introduction to Artificial Intelligence (Lecturer in charge)
- Programming in Haskell (Lecturer in charge, Lecturer in charge)
- BSc Thesis (Lecturers)
- BSc Thesis (Lecturers)
- Final BSc Thesis (Lecturers)
- Project C (Lecturers)
- Software Design Project (Lecturers)
University graduate
- Machine Learning 1 (Lecturer in charge, Lecturer in charge)
- Machine Learning 1 (Lecturer in charge)
- Machine Learning 2 (Lecturer in charge)
- Machine Learning 2 (Lecturer in charge)
- Text Analysis and Retrieval (Lecturer in charge)
- Text Analysis and Retrieval (Lecturer in charge)
- Graduation Thesis (Lecturers)
- Graduation Thesis (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Seminar 1 (Lecturers)
- Seminar 2 (Lecturers)
Postgraduate doctoral study programme
- Selected Topics in Natural language Processing (Lecturer in charge)
Postgraduate spec. study
- Machine learning (Lecturer in charge)
Competences
-
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