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<!doctype html>
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<ul>
<a href="#members"><li data-label="members"><img src="rsrc/members-icon.png"></li></a>
<a href="#publications"><li data-label="publications"><img src="rsrc/quote-icon.png"></li></a>
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<section>
<p>
<img src="rsrc/nlpnorth-group.jpg" alt="NLPnorth Group Photo">
</p>
<p>
<strong>Figure 1:</strong> The <strong>NLP<span class="red">n</span>orth</strong> research unit at the Computer Science department of the <a href="https://itu.dk">IT University of Copenhagen</a> is a team of faculty, postdocs, PhD students, assistants and students who work together on fundamental and applied problems for computational understanding of human languages and speech.
</p>
</section>
<section id="members">
<h2>Members</h2>
<h3 class="emphasized">Full-time Faculty</h3>
<div class="people">
<a class="person" href="https://robvanderg.github.io/">
<img src="rsrc/rob.jpg" alt="Rob van der Goot">
<div class="name">Rob van der Goot</div>
<div class="extra-info">Robustness</div>
</a>
<a class="person" href="https://christianhardmeier.rax.ch/">
<img src="rsrc/christian.jpg" alt="Christian Hardmeier">
<div class="name">Christian Hardmeier</div>
<div class="extra-info">Multilinguality, Discourse and Uncertainty</div>
</a>
<a class="person" href="https://stefanheinrich.net/">
<img src="rsrc/stefan.jpg" alt="Stefan Heinrich">
<div class="name">Stefan Heinrich</div>
<div class="extra-info">Cognitive Modelling</div>
</a>
<a class="person" href="https://annargrs.github.io/">
<img src="rsrc/anna.jpg" alt="Anna Rogers">
<div class="name">Anna Rogers</div>
<div class="extra-info">Analysis and Evaluation of Language Models</div>
</a>
<a class="person" href="https://ratishsp.github.io/">
<img src="rsrc/ratish.jpeg" alt="Ratish Puduppully">
<div class="name">Ratish Puduppully</div>
<div class="extra-info">Neurosymbolic methods, Multilinguality</div>
</a>
</div>
<h3 class="emphasized">Postdocs</h3>
<div class="people">
<a class="person" href="https://elisabassignana.github.io/">
<img src="rsrc/elisa.jpg" alt="Elisa Bassignana">
<div class="name">Elisa Bassignana</div>
<div class="extra-info">Computational Social Science</div>
</a>
<a class="person" href="https://mxij.me/">
<img src="rsrc/max.jpg" alt="Max Müller-Eberstein">
<div class="name">Max Müller-Eberstein</div>
<div class="extra-info">Learning Dynamics</div>
</a>
</div>
<h3 class="emphasized">PhD Fellows</h3>
<div class="people">
<a class="person" href="https://sasudavid.github.io/dsasu/">
<img src="rsrc/david.jpg" alt="David Sasu">
<div class="name">David Sasu</div>
<div class="extra-info">Prosodic Prominence</div>
</a>
<a class="person" href="https://bertramhojer.github.io/">
<img src="rsrc/bertram.jpg" alt="Bertram Højer">
<div class="name">Bertram Højer</div>
<div class="extra-info">AI Reasoning,</br> Representation Learning</div>
</a>
<a class="person" >
<img src="rsrc/arzu.jpg" alt="Arzu Burcu Güven">
<div class="name">Arzu Burcu Güven</div>
<div class="extra-info">Linguistic analyses of </br> Language Models</div>
</a>
<a class="person" >
<img src="rsrc/andreas.jpg" alt="Andreas Geert Motzfeldt">
<div class="name">Andreas Geert Motzfeldt</div>
<div class="extra-info">Language Models for Patient Documentation</div>
</a>
</div>
<h3 class="emphasized">External Affiliated Members</h3>
<div class="people">
<a class="person" href="https://mariabarrett.github.io/">
<img src="rsrc/maria.jpg" alt="Maria Barrett">
<div class="name">Maria Barrett</div>
<div class="extra-info">Cognitive Linguistics</div>
</a>
<a class="person" href="https://stromberg.ai/">
<img src="rsrc/leon.jpeg" alt="Leon Derczynski">
<div class="name">Leon Derczynski</div>
<div class="extra-info">Efficiency, Security, Online Harms</div>
</a>
<a class="person" href="https://bplank.github.io/">
<img src="rsrc/barbara.jpg" alt="Barbara Plank">
<div class="name">Barbara Plank</div>
<div class="extra-info">Transfer Learning</div>
</a>
<a class="person" href="https://natschluter.github.io/">
<img src="rsrc/natalie.jpg" alt="Natalie Schluter">
<div class="name">Natalie Schluter</div>
<div class="extra-info">Hard Computational Models</div>
</a>
</div>
</section>
<section>
<h3>Research Assistants & Support Staff</h3>
<div class="people inline">
<a class="person" href="https://sites.google.com/view/alejandranavarrocastillo/inicio">
<img src="rsrc/alejandra.jpg" alt="Alejandra Navarro Castillo">
<div class="name">Alejandra Navarro Castillo</div>
</a>
</div>
<h3>Visiting Scholars</h3>
<div class="people inline">
<a class="person" href="https://weerayutbu.github.io/">
<img src="rsrc/weerayut.jpg" alt="Weerayut Buaphet">
<div class="name">Weerayut Buaphet</div>
<div class="extra-info">Visiting PhD from VISTEC<br>(2024-2025)</div>
</a>
<a class="person">
<img src="rsrc/person.png" alt="Silhouette">
<div class="name">Andrea Giordano</div>
<div class="extra-info">MSc Intern from Politecnico di Torino<br>(2024)</div>
</a>
</div>
</section>
<section class="ship-back">
<!--h3>Past Faculty</h3>
<div class="people inline desaturated">
</div-->
<h3>PhD Graduates </h3>
<div class="people inline desaturated">
<a class="person" href="https://www.linkedin.com/in/marijastepanovic">
<img src="rsrc/marija.jpg" alt="Marija Stepanović">
<div class="name">Marija Stepanović</div>
<div class="extra-info">Speech Processing</div>
</a>
<a class="person" href="https://dennisulmer.eu/">
<img src="rsrc/dennis.jpg" alt="Dennis Ulmer">
<div class="name">Dennis Ulmer</div>
<div class="extra-info">Uncertainty Estimation</div>
</a>
<a class="person" href="https://elisabassignana.github.io/">
<img src="rsrc/elisa.jpg" alt="Elisa Bassignana">
<div class="name">Elisa Bassignana</div>
<div class="extra-info">Computational Social Science</div>
</a>
<a class="person" href="https://mxij.me/">
<img src="rsrc/max.jpg" alt="Max Müller-Eberstein">
<div class="name">Max Müller-Eberstein</div>
<div class="extra-info">Representation Learning</div>
</a>
<a class="person" href="https://jjzha.github.io/">
<img src="rsrc/mike.jpg" alt="Mike Zhang">
<div class="name">Mike Zhang</div>
<div class="extra-info">Aalborg University</div>
</a>
<a class="person" href="https://danielvarab.github.io/">
<img src="rsrc/daniel.jpg" alt="Daniel Varab">
<div class="name">Daniel Varab (2023)</div>
<div class="extra-info">DFKI</div>
</a>
</div>
<h3>Past Visiting Scholars</h3>
<ul class="people">
<li><a href="https://hamidrezaamirzadeh.github.io/">Hamidreza Amirzadeh</a> <small>(visiting researcher, Sharif University of Technology, 2024)</small></li>
<li>Sadegh Jafari <small>(visiting researcher, Iran University of Science & Technology, 2024)</small></li>
<li><a href="https://github.com/nikkiProgrammer/">Anika Harju</a> <small>(visiting researcher, 2024)</small></li>
<li>Irene Siragusa <small>(visiting researcher, Università degli Studi di Palermo, 2024)</small></li>
<li><a href="https://github.com/MehdiParviz">Mehdi Parviz</a> <small>(visiting researcher, Rigshospitalet, University of Copenhagen, 2024)</small></li>
<li><a href="https://www.spur.uzh.ch/en/departments/personen/tanjasamardzic.html">Tanja Samardžić</a> <small>(visiting researcher, University of Zurich, 2022)</small></li>
<li><a href="https://www.uni-frankfurt.de/86340838/Sajawel_Ahmed">Sajawel Ahmed</a> <small>(visiting PhD, Goethe University Frankfurt, 2022)</small></li>
<li><a href="https://ahmetustun.github.io/">Ahmet Üstün</a> <small>(visiting PhD, 2019)</small></li>
<li><a href="https://alanramponi.github.io/">Alan Ramponi</a> <small>(visiting PhD, 2019-2020)</small></li>
<li><a href="https://jorisbaan.nl/">Joris Baan</a> <small>(affiliated visiting PhD, 2022)</small></li>
<!--a class="person" href="https://jorisbaan.nl/">
<img src="rsrc/joris.jpg" alt="Joris Baan">
<div class="name">Joris Baan</div>
<div class="extra-info">Interpretability (Affiliated PhD)</div>
</a-->
<li>Anouk Braggaar <small>(intern, 2020-2021)</small></li>
<li>Musie Meressa Berhe <small>(intern, 2020-2021)</small></li>
</ul>
<h3>Other Alumni</h3>
<ul class="people">
<li>Oliver Simon Jarvis <small>(research assistant, 2024)</small></li>
<li>Peter Brunsgaard Trolle <small>(research assistant, 2023-2024)</small></li>
<li><a href="https://dplonska.github.io/">Dagmara Płonska</a> <small>(postdoctoral researcher, 2020-2021)</small></li>
<li>Kristian Nørgaard Jensen <small>(research assistant, 2020-2022)</small></li>
<li>Sif Dam Sonniks <small>(research assistant, 2020–2022)</small></li>
<li>Ida Thrane <small>(research assistant, 2020–2021)</small></li>
<li>Simon Poulsen <small>(research assistant, 2020-2021)</small></li>
<li><a href="https://scholar.google.com/citations?user=ZYIe68gAAAAJ&hl=en&oi=ao">Sigrid Klerke</a> <small>(postdoctoral researcher, 2018-2019)</small></li>
</ul>
</section>
<section id="publications">
<h2>Publications</h2>
<p>
Our most recent research outputs, with more over <a href="https://pure.itu.dk/portal/en/organisations/natural-language-processing(ede7df85-12df-43d4-826a-cc82e2757bab)/publications.html">ITU's PURE</a>.
</p>
<!--- BEGIN PUBLICATIONS -->
<ul class="publications">
<h3>2024</h3>
<li>
<div class="authors">A. Jiménez Sánchez, N. Avlona, D. Juodelyte, T. Sourget, C. Vang-Larsen, A. Rogers, H. D. Zajac and V. Cheplygina</div>
<div class="title"><a href="https://pure.itu.dk/en/publications/copycats-the-many-lives-of-a-publicly-available-medical-imaging-d">Copycats: the many lives of a publicly available medical imaging dataset</a></div>
<div class="venue"><em>Advances in Neural Information Processing Systems 38 (NeurIPS 2024) : Datasets and Benchmarks Track.</em> </em>Sep 2024.</div>
</li>
<li>
<div class="authors">M. Müller-Eberstein, D. Yee, K. Yang, G. V. Mantena and C. Lea</div>
<div class="title"><a href="https://pure.itu.dk/en/publications/hypernetworks-for-personalizing-asr-to-atypical-speech">Hypernetworks for Personalizing ASR to Atypical Speech</a></div>
<div class="venue"><em> Transactions of the Association for Computational Linguistics.</em> </em>Sep 2024.</div>
</li>
<li>
<div class="authors">M. Gubri, D. T. Ulmer, H. Lee, S. Yun and S. J. Oh</div>
<div class="title"><a href="https://pure.itu.dk/en/publications/trap-targeted-random-adversarial-prompt-honeypot-for-black-box-id">TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification</a></div>
<div class="venue"><em>Findings of the Association for Computational Linguistics ACL 2024.</em> </em>Aug 2024.</div>
</li>
<li>
<div class="authors">D. T. Ulmer, M. Gubri, H. Lee, S. Yun and S. J. Oh</div>
<div class="title"><a href="https://pure.itu.dk/en/publications/calibrating-large-language-models-using-their-generations-only">Calibrating Large Language Models Using Their Generations Only</a></div>
<div class="venue"><em>Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics.</em> </em>Aug 2024.</div>
</li>
<li>
<div class="authors">D. T. Ulmer, E. Mansimov, K. Lin, J. Sun, X. Gao and Y. Zhang</div>
<div class="title"><a href="https://pure.itu.dk/en/publications/bootstrapping-llm-based-task-oriented-dialogue-agents-via-self-ta">Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk</a></div>
<div class="venue"><em>Findings of the Association for Computational Linguistics ACL 2024.</em> </em>Aug 2024.</div>
</li>
<li>
<div class="authors">N. Mundra, A. N. Kishore, R. Dabre, R. Puduppully, A. Kunchukuttan and M. M. Khapra</div>
<div class="title"><a href="https://pure.itu.dk/en/publications/an-empirical-comparison-of-vocabulary-expansion-and-initializatio">An Empirical Comparison of Vocabulary Expansion and Initialization Approaches for Language Models</a></div>
<div class="venue"><em>Proceedings of the 28th Conference on Computational Natural Language Learning.</em> </em>Jul 2024.</div>
</li>
<li>
<div class="authors">S. Tafreshi, A. Akula, J. Sedoc, A. Drozd, A. Rogers and A. Rumshisky</div>
<div class="title"><a href="https://pure.itu.dk/en/publications/proceedings-of-the-fifth-workshop-on-insights-from-negative-resul">Proceedings of the Fifth Workshop on Insights from Negative Results in NLP</a></div>
<div class="venue"></em>Jun 2024.</div>
</li>
<li>
<div class="authors">F. Rietz, E. Schaffernicht, S. Heinrich and J. A. Stork</div>
<div class="title"><a href="https://pure.itu.dk/en/publications/towards-interpretable-reinforcement-learning-with-constrained-nor">Towards Interpretable Reinforcement Learning with Constrained Normalizing Flow Policies</a></div>
<div class="venue"><em>Proceedings of the ICRA2024 Workshop on Human-aligned Reinforcement Learning for Autonomous Agents and Robots.</em> </em>May 2024.</div>
</li>
<li>
<div class="authors">F. Rietz, S. Heinrich, E. Schaffernicht and J. A. Stork</div>
<div class="title"><a href="https://pure.itu.dk/en/publications/prioritized-soft-q-decomposition-for-lexicographic-reinforcement-">Prioritized Soft Q-Decomposition for Lexicographic Reinforcement Learning</a></div>
<div class="venue"><em>The Twelfth International Conference on Learning Representations (ICLR2023).</em> </em>May 2024.</div>
</li>
<li>
<div class="authors">A. Farinhas, C. Zerva, D. T. Ulmer and A. Martins</div>
<div class="title"><a href="https://pure.itu.dk/en/publications/non-exchangeable-conformal-risk-control">Non-exchangeable conformal risk control</a></div>
<div class="venue"><em> Twelfth International Conference on Learning Representations.</em> </em>May 2024.</div>
</li>
<li>
<div class="authors">M. Winkler, V. Juozapaityte, R. van der Goot and B. Plank</div>
<div class="title"><a href="https://pure.itu.dk/en/publications/slot-and-intent-detection-resources-for-bavarian-and-lithuanian-a">Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants</a></div>
<div class="venue"><em>Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024).</em> </em>May 2024.</div>
</li>
<li>
<div class="authors">A. Rogers, M. Karpinska, A. Gupta, V. Lialin, G. Smelkov and A. Rumshisky</div>
<div class="title"><a href="https://pure.itu.dk/en/publications/narrativetime-dense-temporal-annotation-on-a-timeline-2">NarrativeTime: Dense Temporal Annotation on a Timeline</a></div>
<div class="venue"><em>Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024).</em> </em>May 2024.</div>
</li>
</ul>
<!--- END PUBLICATIONS -->
<a class="separator-link" href="https://pure.itu.dk/portal/en/organisations/natural-language-processing(ede7df85-12df-43d4-826a-cc82e2757bab)/publications.html">MORE</a>
</section>
<section id="resources">
<h2>Resources</h2>
<div class="cards">
<div class="card">
<h3>Awesome Neural Adaptation</h3>
Survey of awesome work on neural unsupervised domain adaptation.<br>
[<a href="https://github.com/bplank/awesome-neural-adaptation-in-NLP">repo</a>] [<a href="https://aclanthology.org/2020.coling-main.603/">paper</a>]
</div>
<div class="card">
<h3>BeeSL</h3>
Biomedical event extraction as sequence labelling.<br>
[<a href="https://github.com/cosbi-research/beesl">tool</a>] [<a href="https://aclanthology.org/2020.emnlp-main.431/">paper</a>]
</div>
<div class="card">
<h3>BiLSTM-Aux</h3>
BiLSTM sequence tagger in DyNet with multi-task learning / CRF / lexicon + contextual embedding support.<br>
[<a href="https://github.com/bplank/bilstm-aux">tool</a>] [<a href="https://www.aclweb.org/anthology/P16-2067">paper</a>]
</div>
<div class="card">
<h3>CiteTracked</h3>
A longitudinal dataset of peer reviews and citations.<br>
[<a href="http://ceur-ws.org/Vol-2414/paper12.pdf">paper</a>]
</div>
<div class="card">
<h3>DaCoref</h3>
Danish Coreference Dataset.<br>
[<a href="https://danlp-alexandra.readthedocs.io/en/latest/docs/dacoref_docs.html">data</a>]
</div>
<div class="card">
<h3>DaN+ Corpus</h3>
Danish Nested Named Entities and Lexical Normalization.<br>
[<a href="https://github.com/bplank/DaNplus">data</a>] [<a href="https://aclanthology.org/2020.coling-main.583/">paper</a>]
</div>
<div class="card">
<h3>DaNewsroom</h3>
A Large-scale Danish Summarisation Dataset.<br>
[<a href="https://github.com/danielvarab/da-newsroom">data</a>] [<a href="https://aclanthology.org/2020.lrec-1.831/">paper</a>]
</div>
<div class="card">
<h3>Danish NER</h3>
Evaluation Dataset for Danish Named Entity Recognition.<br>
[<a href="https://github.com/bplank/danish_ner_transfer">data</a>] [<a href="https://aclanthology.org/W19-6143/">paper</a>]
</div>
<div class="card">
<h3>DDT</h3>
Danish Universal Dependencies Treebank.<br>
[<a href="https://github.com/UniversalDependencies/UD_Danish-DDT">data</a>] [<a href="https://bplank.github.io/papers/ud_danishtlt15.pdf">paper</a>]
</div>
<div class="card">
<h3>DeepSig</h3>
Significance testing implementations, including Almost Stochastic Order, bootstrap and permutation.<br>
[<a href="https://github.com/Kaleidophon/deep-significance">tool</a>]
</div>
<div class="card">
<h3>EMNLP 2021 PhD Course</h3>
Communicating state-of-the-art NLP research to a broader audience.<br>
[<a href="content/emnlp-2021-blogs.html">blogs</a>] [<a href="https://en.itu.dk/Research/PhD-Programme/PhD-Courses/PhD-courses-2021/PhD-Course---Communicating-State-of-the-art-NLP-Research-to-a-Broader-Audience">course</a>]
</div>
<div class="card">
<h3>EWT-NNER</h3>
Nested Named Entities for the English Web Treebank.<br>
[<a href="https://github.com/bplank/nested-ner">data</a>] [<a href="https://aclanthology.org/2021.findings-acl.158/">paper</a>]
</div>
<div class="card">
<h3>UD Frisian FAME</h3>
Dependency annotations for a subset of the Frisian FAME! speech corpus.<br>
[<a href="https://github.com/UniversalDependencies/UD_Frisian_Dutch-Fame/">data</a>] [<a href="https://arxiv.org/abs/2102.11152">paper</a>]
</div>
<div class="card">
<h3>FTSpeech</h3>
A Danish speech corpus created from meetings of the Danish Parliament.<br>
[<a href="https://ftspeech.github.io/">data</a>] [<a href="https://arxiv.org/abs/2005.12368">paper</a>]
</div>
<div class="card">
<h3>JobStack</h3>
Annotations for entities in job postings.<br>
[<a href="https://github.com/kris927b/JobStack">data</a>] [<a href="https://aclanthology.org/2021.nodalida-main.21/">paper</a>]
</div>
<div class="card">
<h3>MaChAmp</h3>
Multi-task learning toolkit for sequence labeling, classification, generation, masked LM, dependency parsing and more.<br>
[<a href="https://machamp-nlp.github.io/">tool</a>] [<a href="https://www.aclweb.org/anthology/2021.eacl-demos.22.pdf">paper</a>] [<a href="https://www.youtube.com/watch?v=DauTEdMhUDI">demo</a>]
</div>
<!-- <div class="card">
<h3>UD Conversion</h3>
CoNLL-U to CoNLL conversion tools for UD treebanks.<br>
[<a href="https://github.com/bplank/ud-conversion-tools">tool</a>]
</div> -->
<div class="card">
<h3>UniParse</h3>
Universal graph-based modular parsing framework for quick prototyping and comparison of parsers and parser components.<br>
[<a href="https://github.com/danielvarab/uniparse">tool</a>] [<a href="https://aclanthology.org/W19-6149/">paper</a>]
</div>
<div class="card">
<h3>xSID</h3>
Multilingual slot and intent detection.<br>
[<a href="https://bitbucket.org/robvanderg/xsid">tool</a>] [<a href="https://aclanthology.org/2021.naacl-main.197.pdf">paper</a>]
</div>
</div>
</section>
<section id="jobs">
<h2>Jobs</h2>
<p>Prospective PhD students and postdocs may consider applying for a yearly opportunity for getting your own funding via DDSA fellowships (see 2023 call for <a href='https://ddsa.dk/phdfellowshipprogramme/'>PhD</a> and <a href='https://ddsa.dk/postdocfellowshipprogramme/'>postdoc</a> fellowships), with application deadlines about February. If you have an idea that matches the area of one of our full-time faculty, you are welcome to them <a href='https://nlpnorth.github.io/#members'>directly</a>. Please reach out introducing yourself and stating why you are interested in working with them specifically, as well as your background and any relevant experience.</p>
<h3>PhD Life at NLPnorth</h3>
<p>
What would it be like to do a PhD in Denmark and ITU? Here's some <a href='content/phd-reflections.html' target='_blank' class='url'>experiences shared by NLPnorth PhD students</a>.
</p>
</section>
<section id="contact">
<h2>Reach Out</h2>
<div class="icon-list">
<img class="icon-large" src="rsrc/itu-building.png" alt="ITU building">
<p>Corridor 3E, Rued Langgaards Vej 7, 2300 København S </p>
</div>
<div class="icon-list">
<img class="icon-large" src="rsrc/members-icon.png" alt="ITU people">
<p>Contact: Head of research group Stefan Heinrich (stehe@itu.dk); our individual e-mails can be found on our <a href="#members">personal webpages</a></p>
</div>
<div class="icon-list">
<img class="icon-large" src="rsrc/twitter.svg" alt="Twitter">
<p><a href="https://twitter.com/NLPnorth">@NLPnorth</a></p>
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