Pristupačnost
You Are What You Talk About: Inducing Evaluative Topics for Personality Analysis
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
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
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
A Topic Coverage Approach to Evaluation of Topic Models
An exploratory computational analysis of COVID-19 related news in Croatia during 2020
Exploratory computational analysis of coronavirus media reports in 2020
Word sense induction using leader-follower clustering of automatically generated lexical substitutes
Representing word meaning in context via lexical substitutes
PANDORA Talks: Personality and Demographics on Reddit
Improved Local Citation Recommendation Based on Context Enhanced with Global Information
Staying True to Your Word: (How) Can Attention Become Explanation?
Structured prediction models for argumentative claim parsing from text
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
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
Analysing Rhetorical Structure as a Key Feature of Summary Coherence
TakeLab at SemEval-2019 Task 4: Hyperpartisan News Detection
Paraphrase-focused learning to rank for domain-specific frequently asked questions retrieval
Leveraging Lexical Substitutes for Unsupervised Word Sense Induction
TakeLab at SemEval-2018 Task12: Argument Reasoning Comprehension with Skip-Thought Vectors
Document-based Topic Coherence Measures for News Media Text
Reddit: A Gold Mine for Personality Prediction
Not Just Depressed: Bipolar Disorder Prediction on Reddit
Iterative Recursive Attention Model for Interpretable Sequence Classification
Cross-Domain Detection of Abusive Language Online
Combining Shallow and Deep Learning for Aggressive Text Detection
Lexical Substitution for Evaluating Compositional Distributional Models
TakeLab at SemEval-2018 Task 7: Combining Sparse and Dense Features for Relation Classification in Scientific Texts
Debunking Sentiment Lexicons: A Case of Domain-Specific Sentiment Classification for Croatian
TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages
A Preliminary Study of Croatian Lexical Substitution
Predicting News Values from Headline Text and Emotions
Two Layers of Annotation for Representing Event Mentions in News Stories
Detecting Non-covered Questions in Frequently Asked Questions Collections
TakeLab-QA at SemEval-2017 task 3: Classification experiments for answer retrieval in community QA
Unsupervised Acquisition of Comprehensive Multiword Lexicons using Competition in an n-gram Lattice
Toward Stance Classification Based on Claim Microstructures
Using Analytic Scoring Rubrics in the Automatic Assessment of College-Level Summary Writing Tasks in L2
Does free word order hurt? Assessing the Practical Lexical Function model for Croatian
Takelab at SemEval-2017 task 5: Linear aggregation of word embeddings for fine-grained sentiment analysis of financial news
TakeLab at SemEval-2017 Task 4: Recent deaths and the power of nostalgia in sentiment analysis in Twitter
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
Comparison of Short-Text Sentiment Analysis Methods for Croatian
Combining Linguistic Features for the Detection of Croatian Multiword Expressions
Topics and their Salience in the 2015 Parliamentary Election in Croatia: A Topic Model based Analysis of the Media Agenda
Lambda calculus as a base of functional programming
The International Conference on the Advances in Computational Analysis of Political Text
Analysis of Policy Agendas: Lessons Learned from Automatic Topic Classification of Croatian Political Texts.
Cro36WSD: A Lexical Sample for Croatian Word Sense Disambiguation
TakeLab at SemEval-2016 Task 6: Stance Classification in Tweets Using a Genetic Algorithm Based Ensemble
Detecting and Ranking Conceptual Links between Texts Using a Knowledge Base
FAQIR – A Frequently Asked Questions Retrieval Test Collection
Fill the Gap! Analyzing Implicit Premises between Claims from Online Debates
Predictability of distributional semantics in derivational word formation
Smoothing Syntax-Based Semantic Spaces: Let The Winner Take It All
A pilot study in using argumentation frameworks for online debates
Graph-Based Induction of Word Senses in Croatian
VerbCROcean: A Repository of Fine-Grained Semantic Verb Relations for Croatian
Social media argumentation mining: The quest for deliberateness in raucousness
Construction and Evaluation of Event Graphs
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay
Getting the Agenda Right: Measuring Media Agenda using Topic Models
Resolving Entity Coreference in Croatian with a Constrained Mention-Pair Model
Modeling Semantic Compositionality of Croatian Multiword Expressions
Experiments on Active Learning for Croatian Word Sense Disambiguation
Evaluation of Manual Query Expansion Rules on a Domain Specific FAQ Collection
Identifying Prominent Arguments in Online Debates using Semantic Textual Similarity
Measuring Semantic Content To Assess Asymmetry in Derivation
Morphological Priming in German: The Word is Not Enough (Or Is It?)
Obtaining a Better Understanding of Distributional Models of German Derivational Morphology
A Project of Developing a Knowledge Management System
A project of developing a knowledge management system
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
Constructing Coherent Event Hierarchies from News Stories
Determining the Semantic Compositionality of Croatian Multi-Word Expressions
Experiments with Neural Word Embeddings for Croatian
Named Entity Recognition in Croatian Tweets
Predicting Croatian Phrase Sentiment Using a Deep Matrix-Vector Model
HeidelTime.Hr: Extracting and Normalizing Temporal Expressions in Croatian
Multi-label Classification of Croatian Legal Documents Using EuroVoc Thesaurus
Croatian frequency dictionary of child language
Exploring Coreference Uncertainty of Generically Extracted Event Mentions
DErivBase: Inducing and Evaluating a Derivational Morphology Resource for German
Derivational Smoothing for Syntactic Distributional Semantics
Recognizing Identical Events with Graph Kernels
Building and Evaluating a Distributional Memory for Croatian
Aspect-Oriented Opinion Mining from User Reviews in Croatian
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
CroNER: Recognizing Named Entities in Croatian Using Conditional Random Fields
Experiments on Hybrid Corpus-Based Sentiment Lexicon Acquisition
From Requirements to Code: Syntax-based Requirements Analysis for Data-Driven Application Development
Evaluation of Classification Algorithms and Features for Collocation Extraction in Croatian
Optimizing Sentence Boundary Detection for Croatian
Semi-Supervised Acquisition of Croatian Sentiment Lexicon
Towards a Constraint Grammar Based Morphological Tagger for Croatian
Event and Temporal Relation Extraction from Croatian Newspaper Texts
Are You for Real? Learning Event Factuality in Croatian Texts
Distributional Semantics Approach to Detecting Synonyms in Croatian Language
Speech Act Based Classification of Email Messages in Croatian Language
Guessing the Correct Inflectional Paradigm of Unknown Croatian Words
TakeLab: Systems for Measuring Semantic Text Similarity
CroNER: A State-of-the-Art Named Entity Recognition and Classification for Croatian
Unsupervised Topic-Oriented Keyphrase Extraction and its Application to Croatian
Question Classification for a Croatian QA System
Random Indexing Distributional Semantic Models for Croatian Language
Morphological Normalization of Texts in Croatian Language for Text Mining and Information Retrieval
Extending Lexical Association Measures for Collocation Extraction
Innovation in machine processing of textual data - experiences from the CADIAL project
Innovation in machine processing of textual data - experiences from the CADIAL project
Corpus Aligner (CorAl) Evaluation on English- Croatian Parallel Corpora
Letters and numbers - From morphology and text search to text visualization
Genetic programming meets linguistics: computational methods for extracting collocations from corpora
Systems for intelligent text analysis and visualization of documents in Croatian language
Morphological Normalization of Texts in Croatian Language for Text Mining and Information Retrieval
Evolving New Lexical Association Measures Using Genetic Programming
Croatian OCR Error Correction Using Character Confusions and Language Modelling
Robust Keyphrase Extraction For A Large-Scale Croatian News Production System
Correcting Word Merge Errors in Croatian Texts
A Computational Model of Croatian Derivational Morphology
Lexical and morphological data from Croatian Child Frequency Dictionary: a developmental perspective
String Distance-Based Stemming of the Highly Inflected Croatian Language
Lexicon-Based Morphological Normalisation and its Aplication to Croatian Language
Post-test analysis of automatically generated multiple choice exams: a case study
Automatic Keyphrase Extraction from Croatian Newspaper Articles
Automatic Diacritics Restoration in Croatian Texts
Comparative Analysis of Automatic Term and Collocation Extraction
Lexical and morphological data from Croatian Child Frequency Dictionary: developmental perspective
Lexical and morphological data from Croatian Child Frequency Dictionary: developmental perspective
TermeX: A Tool for Collocation Extraction
Language Morphology Offset: Text Classification on a Croatian-English Parallel Corpus
Automatic Acquisition of Inflectional Lexica for Morphological Normalisation
Evolving New Lexical Association Measures Using Genetic Programming
Morphological Normalization
Building a Search Engine Model with Morphological Normalization Support
Artificial Intelligence : Reasoning using Propositional and Predicate Logic - problems collection
Higher-order Functional Representation of Croatian Inflectional Morphology
Enthusiast: An authoring tool for automatic generation of paper-and-pencil multiple-choice tests
TMT : Object-Oriented Text Classification Library
Multiagent System Architecture Based on Coloured Petri Nets
Comparison of Collocation Extraction Measures for Document Indexing
Computer Aided Document Indexing System
Mapping Petri Net-Based Temporal Knowledge Representation Scheme into CP-Net Model
Computer-Aided document Indexing System
Enhanced Thesaurus Terms Extraction for Document Indexing
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 (Lectures)
- BSc Thesis (Lectures)
- Final BSc Thesis (Lectures)
- Project C (Lectures)
- Software Design Project (Lectures)
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 (Lectures)
- Graduation Thesis (Lectures)
- Project (Lectures)
- Project (Lectures)
- Project (Lectures)
- Project (Lectures)
- Seminar 1 (Lectures)
- Seminar 2 (Lectures)
Postgraduate doctoral study programme
- Selected Topics in Natural language Processing (Lecturer in charge)
Postgraduate spec. study
- Machine learning (Lecturer in charge)
Competences
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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