PristupačnostNa FER-u postoji više zaposlenika s imenom
PANDORA Talks: Personality and Demographics on Reddit
Representing word meaning in context via lexical substitutes
Word sense induction using leader-follower clustering of automatically generated lexical substitutes
Eksplorativna računalna analiza medijskih izvještaja o koronavirusu u 2020. godini
An exploratory computational analysis of COVID-19 related news in Croatia during 2020
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
TakeLab at SemEval-2019 Task 4: Hyperpartisan News Detection
Analysing Rhetorical Structure as a Key Feature of Summary Coherence
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
Preemptive Toxic Language Detection in Wikipedia Comments Using Thread-Level Context
TakeLab at SemEval-2018 Task 7: Combining Sparse and Dense Features for Relation Classification in Scientific Texts
Lexical Substitution for Evaluating Compositional Distributional Models
Combining Shallow and Deep Learning for Aggressive Text Detection
Cross-Domain Detection of Abusive Language Online
Iterative Recursive Attention Model for Interpretable Sequence Classification
Not Just Depressed: Bipolar Disorder Prediction on Reddit
Reddit: A Gold Mine for Personality Prediction
Document-based Topic Coherence Measures for News Media Text
TakeLab at SemEval-2018 Task12: Argument Reasoning Comprehension with Skip-Thought Vectors
Leveraging Lexical Substitutes for Unsupervised Word Sense Induction
Paraphrase-focused learning to rank for domain-specific frequently asked questions retrieval
Combining Linguistic Features for the Detection of Croatian Multiword Expressions
Comparison of Short-Text Sentiment Analysis Methods for Croatian
The first cross-lingual challenge on recognition, normalization, and matching of named entities in Slavic languages
Linguistic Features and Newsworthiness: An Analysis of News Style
TakeLab at SemEval-2017 Task 4: Recent deaths and the power of nostalgia in sentiment analysis in Twitter
Takelab at SemEval-2017 task 5: Linear aggregation of word embeddings for fine-grained sentiment analysis of financial news
Does free word order hurt? Assessing the Practical Lexical Function model for Croatian
Using Analytic Scoring Rubrics in the Automatic Assessment of College-Level Summary Writing Tasks in L2
Toward Stance Classification Based on Claim Microstructures
Unsupervised Acquisition of Comprehensive Multiword Lexicons using Competition in an n-gram Lattice
TakeLab-QA at SemEval-2017 task 3: Classification experiments for answer retrieval in community QA
Detecting Non-covered Questions in Frequently Asked Questions Collections
Two Layers of Annotation for Representing Event Mentions in News Stories
Predicting News Values from Headline Text and Emotions
A Preliminary Study of Croatian Lexical Substitution
TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages
Debunking Sentiment Lexicons: A Case of Domain-Specific Sentiment Classification for Croatian
Social media argumentation mining: The quest for deliberateness in raucousness
VerbCROcean: A Repository of Fine-Grained Semantic Verb Relations for Croatian
Graph-Based Induction of Word Senses in Croatian
A pilot study in using argumentation frameworks for online debates
Smoothing Syntax-Based Semantic Spaces: Let The Winner Take It All
Predictability of distributional semantics in derivational word formation
Fill the Gap! Analyzing Implicit Premises between Claims from Online Debates
FAQIR – A Frequently Asked Questions Retrieval Test Collection
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
Cro36WSD: A Lexical Sample for Croatian Word Sense Disambiguation
Analysis of Policy Agendas: Lessons Learned from Automatic Topic Classification of Croatian Political Texts.
The International Conference on the Advances in Computational Analysis of Political Text
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
A project of developing a knowledge management system
Projekt razvoja sustava upravljanja znanjem
Obtaining a Better Understanding of Distributional Models of German Derivational Morphology
Morphological Priming in German: The Word is Not Enough (Or Is It?)
Measuring Semantic Content To Assess Asymmetry in Derivation
Identifying Prominent Arguments in Online Debates using Semantic Textual Similarity
Evaluation of Manual Query Expansion Rules on a Domain Specific FAQ Collection
Experiments on Active Learning for Croatian Word Sense Disambiguation
Modeling Semantic Compositionality of Croatian Multiword Expressions
Resolving Entity Coreference in Croatian with a Constrained Mention-Pair Model
Getting the Agenda Right: Measuring Media Agenda using Topic Models
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay
Construction and Evaluation of Event Graphs
HeidelTime.Hr: Extracting and Normalizing Temporal Expressions in Croatian
Predicting Croatian Phrase Sentiment Using a Deep Matrix-Vector Model
Named Entity Recognition in Croatian Tweets
Experiments with Neural Word Embeddings for Croatian
Determining the Semantic Compositionality of Croatian Multi-Word Expressions
Constructing Coherent Event Hierarchies from News Stories
Text Analysis and Retrieval 2014 Course Project Reports
Towards Semantic Validation of a Derivational Lexicon
Back up your Stance: Recognizing Arguments in Online Discussions
DerivBase.hr: A High-Coverage Derivational Morphology Resource for Croatian
HiEve: A Corpus for Extracting Event Hierarchies from News Stories
Event Graphs for Information Retrieval and Multi-Document Summarization
Multi-label Classification of Croatian Legal Documents Using EuroVoc Thesaurus
Models for Predicting the Inflectional Paradigm of Unknown Croatian Words
CroNER: Recognizing Named Entities in Croatian Using Conditional Random Fields
Event-Centered Information Retrieval Using Kernels on Event Graphs
Frequently Asked Questions Retrieval for Croatian Based on Semantic Textual Similarity
GPKEX: Genetically Programmed Keyphrase Extraction from Croatian Texts
Aspect-Oriented Opinion Mining from User Reviews in Croatian
Building and Evaluating a Distributional Memory for Croatian
Recognizing Identical Events with Graph Kernels
Derivational Smoothing for Syntactic Distributional Semantics
DErivBase: Inducing and Evaluating a Derivational Morphology Resource for German
Exploring Coreference Uncertainty of Generically Extracted Event Mentions
Hrvatski čestotni rječnik dječjeg jezika
Guessing the Correct Inflectional Paradigm of Unknown Croatian Words
Speech Act Based Classification of Email Messages in Croatian Language
Distributional Semantics Approach to Detecting Synonyms in Croatian Language
Are You for Real? Learning Event Factuality in Croatian Texts
Event and Temporal Relation Extraction from Croatian Newspaper Texts
CroNER: A State-of-the-Art Named Entity Recognition and Classification for Croatian
Towards a Constraint Grammar Based Morphological Tagger for Croatian
Semi-Supervised Acquisition of Croatian Sentiment Lexicon
Optimizing Sentence Boundary Detection for Croatian
Evaluation of Classification Algorithms and Features for Collocation Extraction in Croatian
TakeLab: Systems for Measuring Semantic Text Similarity
From Requirements to Code: Syntax-based Requirements Analysis for Data-Driven Application Development
Experiments on Hybrid Corpus-Based Sentiment Lexicon Acquisition
Morfološka normalizacija tekstova na hrvatskome za dubinsku analizu i pretraživanje informacija
Random Indexing Distributional Semantic Models for Croatian Language
Question Classification for a Croatian QA System
Unsupervised Topic-Oriented Keyphrase Extraction and its Application to Croatian
A Computational Model of Croatian Derivational Morphology
Correcting Word Merge Errors in Croatian Texts
Robust Keyphrase Extraction For A Large-Scale Croatian News Production System
Croatian OCR Error Correction Using Character Confusions and Language Modelling
Evolving New Lexical Association Measures Using Genetic Programming
Morfološka normalizacija tekstova na hrvatskome jeziku za dubinsku analizu i pretraživanje informacija
Sustavi za inteligentnu sadržajnu analizu i vizualizaciju dokumenata na hrvatskome jeziku
Genetičko programiranje susreće lingvistiku: računalni postupci ekstrakcije kolokacija iz korpusa
Brojke i slova - Od morfologije i pretraživanja do vizualizacije tekstnih podataka
Corpus Aligner (CorAl) Evaluation on English- Croatian Parallel Corpora
Inovacije i strojna obrada teksta - iskustva s projekta CADIAL
Inovacije i strojna obrada teksta - iskustva s projekta CADIAL
Extending Lexical Association Measures for Collocation Extraction
Lexical and morphological data from Croatian Child Frequency Dictionary: developmental perspective
Hrvatski korpus dječjeg jezika i Hrvatski čestotni rječnik dječjeg jezika
Comparative Analysis of Automatic Term and Collocation Extraction
Automatic Diacritics Restoration in Croatian Texts
Automatic Keyphrase Extraction from Croatian Newspaper Articles
Post-test analysis of automatically generated multiple choice exams: a case study
Lexicon-Based Morphological Normalisation and its Aplication to Croatian Language
String Distance-Based Stemming of the Highly Inflected Croatian Language
Lexical and morphological data from Croatian Child Frequency Dictionary: a developmental perspective
TermeX: A Tool for Collocation Extraction
Enthusiast: An authoring tool for automatic generation of paper-and-pencil multiple-choice tests
Higher-order Functional Representation of Croatian Inflectional Morphology
Umjetna inteligencija : Zaključivanje uporabom propozicijske i predikatne logike - zbirka zadataka
Building a Search Engine Model with Morphological Normalization Support
Morphological Normalization
Evolving New Lexical Association Measures Using Genetic Programming
Automatic Acquisition of Inflectional Lexica for Morphological Normalisation
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
Arhitektura višeagentskog sustava temeljena na obojenim Petrijevim mrežama
Computer-Aided document Indexing System
Mapping Petri Net-Based Temporal Knowledge Representation Scheme into CP-Net Model
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
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)
- Uvod u umjetnu inteligenciju (Nositelj)
- Projekt iz programske potpore (Predavanja)
- Projekt iz programske potpore (Predavanja)
- Projekt iz programske potpore (Predavanja)
- Projekt R (Predavanja)
- Završni rad (Predavanja)
- Završni rad (Predavanja)
- Završni rad (Predavanja)
Sveučilišni diplomski
- Akademsko pisanje (Nositelj)
- Analiza i pretraživanje teksta (Nositelj)
- Analiza i pretraživanje teksta (Nositelj)
- Machine Learning 1 (Nositelj)
- Programiranje u Haskellu (Nositelj)
- Strojno učenje (Nositelj)
- Strojno učenje 1 (Nositelj)
- Strojno učenje 2 (Nositelj)
- Text Analysis and Retrieval (Nositelj)
- Diplomski projekt (Predavanja)
- Diplomski projekt (Predavanja)
- Diplomski projekt (Predavanja)
- Diplomski rad (Predavanja)
- Diplomski rad (Predavanja)
Poslijediplomski doktorski
- Odabrana poglavlja obrade prirodnog jezika (Nositelj)
- Strojno učenje (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