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---
layout: default
title: Publications
show_contact: false
---
<!-- Publications Section -->
<div class="section">
<h2>📚 Publications</h2>
<hr>
<p>* denotes equal contribution. See also my <a href="https://scholar.google.com/citations?hl=en&user={{ site.social.scholar }}" target="_blank">Google Scholar</a> profile.</p>
<!-- Paper 1: GROKE -->
<div class="paper-card">
<div class="paper-image">
<img src="{{ site.baseurl }}/assets/images/groke.png" alt="GROKE paper figure"
onerror="this.src='data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%22280%22 height=%22160%22%3E%3Crect fill=%22%23e8f4e8%22 width=%22280%22 height=%22160%22/%3E%3Ctext x=%2250%25%22 y=%2235%25%22 font-size=%2214%22 text-anchor=%22middle%22 fill=%22%23333%22%3E%F0%9F%97%BA%EF%B8%8F GROKE%3C/text%3E%3Ctext x=%2250%25%22 y=%2255%25%22 font-size=%2211%22 text-anchor=%22middle%22 fill=%22%23666%22%3EGraph Reasoning%3C/text%3E%3Ctext x=%2250%25%22 y=%2270%25%22 font-size=%2211%22 text-anchor=%22middle%22 fill=%22%23666%22%3Eon OSM%3C/text%3E%3C/svg%3E'">
</div>
<div class="paper-info">
<div class="paper-title">GROKE: Vision-Free Navigation Instruction Evaluation via Graph Reasoning on OSM</div>
<div class="paper-authors">Farzad Shami, Subhrasankha Dey, Nico Van de Weghe, and Henrikki Tenkanen</div>
<div class="paper-venue"><strong>arXiv</strong> preprint, 2026</div>
<div class="paper-links">
[<a href="https://arxiv.org/abs/XXXX.XXXXX" target="_blank">arXiv</a>]
[<a href="https://arxiv.org/pdf/XXXX.XXXXX" target="_blank">PDF</a>]
[<a href="https://github.com/fuzsh/groke" target="_blank">Code</a>]
[<a href="https://huggingface.co/datasets/fuzsh/groke" target="_blank">🤗 Dataset</a>]
[<a href="https://fuzsh.github.io/groke" target="_blank">Project Page</a>]
</div>
</div>
</div>
<!-- Paper 2: GeneGPT -->
<div class="paper-card">
<div class="paper-image">
<img src="{{ site.baseurl }}/assets/images/genegpt.png" alt="GeneGPT paper figure"
onerror="this.src='data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%22280%22 height=%22160%22%3E%3Crect fill=%22%23e8e8f4%22 width=%22280%22 height=%22160%22/%3E%3Ctext x=%2250%25%22 y=%2235%25%22 font-size=%2214%22 text-anchor=%22middle%22 fill=%22%23333%22%3E%F0%9F%A7%AC GeneGPT%3C/text%3E%3Ctext x=%2250%25%22 y=%2255%25%22 font-size=%2211%22 text-anchor=%22middle%22 fill=%22%23666%22%3EMulti-Agent Reasoning%3C/text%3E%3Ctext x=%2250%25%22 y=%2270%25%22 font-size=%2211%22 text-anchor=%22middle%22 fill=%22%23666%22%3Efor Genomics QA%3C/text%3E%3C/svg%3E'">
</div>
<div class="paper-info">
<div class="paper-title">From Single to Multi-Agent Reasoning: Advancing GeneGPT for Genomics QA</div>
<div class="paper-authors">Kimia Abedini, <u>Farzad Shami</u>, and Gianmaria Silvello</div>
<div class="paper-venue"><strong>ECIR</strong> 2026 – European Conference on Information Retrieval</div>
<div class="paper-links">
[<a href="#" target="_blank">PDF</a>]
[<a href="#" target="_blank">arXiv</a>]
[<a href="https://github.com/fuzsh/genegpt-multi-agent" target="_blank">Code</a>]
[<a href="https://huggingface.co/datasets/fuzsh/genomics-qa" target="_blank">🤗 Dataset</a>]
</div>
</div>
</div>
<!-- Paper 3: Benchmarking LLMs for KG Validation -->
<div class="paper-card">
<div class="paper-image">
<img src="{{ site.baseurl }}/assets/images/benchmarking-kg.png" alt="Benchmarking KG paper figure"
onerror="this.src='data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%22280%22 height=%22160%22%3E%3Crect fill=%22%23f4e8e8%22 width=%22280%22 height=%22160%22/%3E%3Ctext x=%2250%25%22 y=%2235%25%22 font-size=%2214%22 text-anchor=%22middle%22 fill=%22%23333%22%3E%F0%9F%93%8A Benchmarking%3C/text%3E%3Ctext x=%2250%25%22 y=%2255%25%22 font-size=%2211%22 text-anchor=%22middle%22 fill=%22%23666%22%3ELLMs for KG%3C/text%3E%3Ctext x=%2250%25%22 y=%2270%25%22 font-size=%2211%22 text-anchor=%22middle%22 fill=%22%23666%22%3EValidation%3C/text%3E%3C/svg%3E'">
</div>
<div class="paper-info">
<div class="paper-title">Benchmarking Large Language Models for Knowledge Graph Validation</div>
<div class="paper-authors"><u>Farzad Shami</u>*, Stefano Marchesin, and Gianmaria Silvello</div>
<div class="paper-venue"><strong>EDBT</strong> 2026 – International Conference on Extending Database Technology</div>
<div class="paper-links">
[<a href="#" target="_blank">PDF</a>]
[<a href="#" target="_blank">arXiv</a>]
[<a href="https://github.com/fuzsh/llm-kg-benchmark" target="_blank">Code</a>]
[<a href="https://huggingface.co/datasets/fuzsh/kg-validation-benchmark" target="_blank">🤗 Benchmark</a>]
</div>
</div>
</div>
<!-- Paper 4: Fact Verification in KGs -->
<div class="paper-card">
<div class="paper-image">
<img src="{{ site.baseurl }}/assets/images/fact-verification.png" alt="Fact Verification paper figure"
onerror="this.src='data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%22280%22 height=%22160%22%3E%3Crect fill=%22%23f4f4e8%22 width=%22280%22 height=%22160%22/%3E%3Ctext x=%2250%25%22 y=%2235%25%22 font-size=%2214%22 text-anchor=%22middle%22 fill=%22%23333%22%3E%E2%9C%85 Fact Verification%3C/text%3E%3Ctext x=%2250%25%22 y=%2255%25%22 font-size=%2211%22 text-anchor=%22middle%22 fill=%22%23666%22%3Ein Knowledge Graphs%3C/text%3E%3Ctext x=%2250%25%22 y=%2270%25%22 font-size=%2211%22 text-anchor=%22middle%22 fill=%22%23666%22%3EUsing LLMs%3C/text%3E%3C/svg%3E'">
</div>
<div class="paper-info">
<div class="paper-title">Fact Verification in Knowledge Graphs Using LLMs</div>
<div class="paper-authors"><u>Farzad Shami</u>*, Stefano Marchesin, and Gianmaria Silvello</div>
<div class="paper-venue"><strong>SIGIR</strong> 2025 – ACM SIGIR Conference on Research and Development in Information Retrieval</div>
<div class="paper-links">
[<a href="#" target="_blank">PDF</a>]
[<a href="#" target="_blank">arXiv</a>]
[<a href="https://github.com/fuzsh/fact-verification-kg" target="_blank">Code</a>]
[<a href="https://huggingface.co/datasets/fuzsh/kg-fact-verification" target="_blank">🤗 Dataset</a>]
[<a href="#" target="_blank">Poster</a>]
</div>
</div>
</div>
<!-- Paper 5: Doctron -->
<div class="paper-card">
<div class="paper-image">
<img src="{{ site.baseurl }}/assets/images/doctron.png" alt="Doctron paper figure"
onerror="this.src='data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%22280%22 height=%22160%22%3E%3Crect fill=%22%23e8f0f4%22 width=%22280%22 height=%22160%22/%3E%3Ctext x=%2250%25%22 y=%2235%25%22 font-size=%2214%22 text-anchor=%22middle%22 fill=%22%23333%22%3E%F0%9F%96%8A%EF%B8%8F Doctron%3C/text%3E%3Ctext x=%2250%25%22 y=%2255%25%22 font-size=%2211%22 text-anchor=%22middle%22 fill=%22%23666%22%3ECollaborative Annotation%3C/text%3E%3Ctext x=%2250%25%22 y=%2270%25%22 font-size=%2211%22 text-anchor=%22middle%22 fill=%22%23666%22%3ETool for IR%3C/text%3E%3C/svg%3E'">
</div>
<div class="paper-info">
<div class="paper-title">Doctron: A Web-based Collaborative Annotation Tool for Ground Truth Creation in IR</div>
<div class="paper-authors">Ornella Irrera, Stefano Marchesin, <u>Farzad Shami</u>, and Gianmaria Silvello</div>
<div class="paper-venue"><strong>SIGIR</strong> 2025 – ACM SIGIR Conference on Research and Development in Information Retrieval</div>
<div class="paper-links">
[<a href="#" target="_blank">PDF</a>]
[<a href="https://github.com/fuzsh/doctron" target="_blank">Code</a>]
[<a href="#" target="_blank">Demo</a>]
[<a href="#" target="_blank">Video</a>]
</div>
</div>
</div>
<!-- Paper 6: SEUPD@CLEF -->
<div class="paper-card">
<div class="paper-image">
<img src="{{ site.baseurl }}/assets/images/seupd-clef.png" alt="SEUPD@CLEF paper figure"
onerror="this.src='data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 width=%22280%22 height=%22160%22%3E%3Crect fill=%22%23f0e8f4%22 width=%22280%22 height=%22160%22/%3E%3Ctext x=%2250%25%22 y=%2235%25%22 font-size=%2214%22 text-anchor=%22middle%22 fill=%22%23333%22%3E%F0%9F%8F%86 SEUPD%40CLEF%3C/text%3E%3Ctext x=%2250%25%22 y=%2255%25%22 font-size=%2211%22 text-anchor=%22middle%22 fill=%22%23666%22%3ETemporal Persistence%3C/text%3E%3Ctext x=%2250%25%22 y=%2270%25%22 font-size=%2211%22 text-anchor=%22middle%22 fill=%22%23666%22%3Eof IR Systems%3C/text%3E%3C/svg%3E'">
</div>
<div class="paper-info">
<div class="paper-title">SEUPD@CLEF: Team CLOSE on temporal persistence of IR systems' performance</div>
<div class="paper-authors"><u>Farzad Shami</u>, Gianluca Antolini, Nicola Boscolo, Mirco Cazzaro, Marco Martinelli, Reza Safavi, Nicola Ferro</div>
<div class="paper-venue"><strong>CLEF</strong> 2023 – Conference and Labs of the Evaluation Forum</div>
<div class="paper-links">
[<a href="#" target="_blank">PDF</a>]
[<a href="#" target="_blank">BibTeX</a>]
[<a href="#" target="_blank">Slides</a>]
</div>
</div>
</div>
</div>