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Achievement: Pull Shark

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MarioKuzmanov/README.md

Computational Linguist & Researcher

my webpage

while not success: success = try_again(effort+1)

Languages and Tools

Other Skills

  • Building basic Finite State Transducers (FSTs) using regular expressions with hfst-xfst/foma and lexc
    hfst-xfst

  • Problem-solving
    LeetCode Stats

  • Literature

  1. Speech & Language Processing Book by Jurafsky and Martin
  2. Deep Learning Book by Goodfellow, Bengio and Courville

Experience

Researcher / AI Engineer (current)

graphwise.ai Innovation

  • Junior Researcher / AI Engineer

  • Intern Researcher / AI Engineer

Global Leader in enterprise semantic AI technologies based on knowledge graphs graphwise.ai

HiWi (current)

Hector Institute

  • Effects of labeling a child as gifted based on its' academic and socio-emotional outcomes

  • Build and Annotation of a large corpora for Second Language Acquisition (L2 learners)

@HectorResearchInstitute of Education Sciences and Psychology

Student Assistant

University of Tubingen DSA1, DSA2 and DSA3 for CL (Computational Linguistics) students

Course Setup/Tutorials for: Statistical NLP1
Course Setup/Tutorials for: Statistical NLP2

Research Assistant

Daedalus Lab My work in the lab: Daedalus Lab/Speech Analysis

Publications & Awards

Graphwise @ CLEF-2025 GutBrainIE: Towards Automated Discovery of Gut-Brain Interactions - Deep Learning for NER and Relation Extraction from PubMed Abstracts (link)

End-to-End Deep Learning for Named Entity Recognition and Relation Extraction in Gut-Brain Axis PubMed Abstracts (link)

RANLP 2025 Summer School Task A Winner 🥇, CLEF BioASQ 2025 Challenge Awards 🥈

RANLP Summer School 2025 HEREDITARY - CLEF BioASQ 2025 (1) HEREDITARY - CLEF BioASQ 2025 (2)

RANLP 2025 Poster and Certificate

RANLP 2025 Poster RANLP 2025 Certificate

Upcoming

1.GutBrainIE 🧠

2.Offensive-Language-Detection 🤬🗯️🚫

3.LLM-ensemble for large texts screening 🧐📋

Transition-based Parser 😎

Morphological Analyzer for Bulgarian build on FSTs 🔥

Pinned Loading

  1. MarioKuzmanov.github.io MarioKuzmanov.github.io Public

    Personal Webpage

    HTML

  2. MPKG4LMQA MPKG4LMQA Public

    Multi-page Knowledge Graphs for QA with LLMs.

    Jupyter Notebook

  3. GECI GECI Public

    Event Causality Identification as a zero-shot QA task. An approach based on LLMs and KGs

    Python

  4. Thesis Thesis Public

    Multilingual & Cross-Lingual NER Transfer for Slavic Languages

    Jupyter Notebook