2024

Avinesh, P. V. S. ; Peyrard, Maxime ; Meyer, Christian M. (2024)
Live blog summarization.
In: Language Resources and Evaluation, 2021, 55 (1)
doi: 10.26083/tuprints-00023525
Article, Secondary publication, Publisher's Version

Bauer, Elisabeth ; Greisel, Martin ; Kuznetsov, Ilia ; Berndt, Markus ; Kollar, Ingo ; Dresel, Markus ; Fischer, Martin R. ; Fischer, Frank (2024)
Using natural language processing to support peer‐feedback in the age of artificial intelligence: A cross‐disciplinary framework and a research agenda.
In: British Journal of Educational Technology, 2023, 54 (5)
doi: 10.26083/tuprints-00024681
Article, Secondary publication, Publisher's Version

Buchmann, Jan ; Liu, Xiao ; Gurevych, Iryna
eds.: Al-Onaizan, Yaser ; Bansal, Mohit ; Chen, Yun-Nung (2024)
Attribute or Abstain: Large Language Models as Long Document Assistants.
The 2024 Conference on Empirical Methods in Natural Language Processing. Miami, Florida (12.11.2024-16.11.2024)
doi: 10.26083/tuprints-00028921
Conference or Workshop Item, Secondary publication, Publisher's Version

Daxenberger, Johannes ; Schiller, Benjamin ; Stahlhut, Chris ; Kaiser, Erik ; Gurevych, Iryna (2024)
ArgumenText: Argument Classification and Clustering in a Generalized Search Scenario.
In: Datenbank-Spektrum : Zeitschrift für Datenbanktechnologien und Information Retrieval, 2020, 20 (2)
doi: 10.26083/tuprints-00024014
Article, Secondary publication, Publisher's Version

Dycke, Nils ; Kuznetsov, Ilia ; Gurevych, Iryna (2024)
NLPeer: A Unified Resource for the Computational Study of Peer Review.
The 61st Annual Meeting of the Association for Computational Linguistics. Toronto, Canada (09.07.2023-14.07.2023)
doi: 10.26083/tuprints-00027661
Conference or Workshop Item, Secondary publication, Publisher's Version

Dycke, Nils ; Kuznetsov, Ilia ; Gurevych, Iryna (2024)
Overview of PragTag-2023: Low-Resource Multi-Domain Pragmatic Tagging of Peer Reviews.
The 2023 Conference on Empirical Methods in Natural Language Processing: 10th Workshop on Argument Mining. Singapore (06.12.2023-10.12.2023)
doi: 10.26083/tuprints-00027663
Conference or Workshop Item, Secondary publication, Publisher's Version

Eckart de Castilho, Richard ; Gurevych, Iryna (2024)
Interactive distributed corpus exploration and annotation infrastructure for large corpora and knowledge-bases (INCEpTION).
doi: 10.26083/tuprints-00026692
Report, Primary publication, Publisher's Version

Engländer, Leon ; Sterz, Hannah ; Poth, Clifton ; Pfeiffer, Jonas ; Kuznetsov, Ilia ; Gurevych, Iryna
eds.: Al-Onaizan, Yaser ; Bansal, Mohit ; Chen, Yun-Nung (2024)
M2QA: Multi-domain Multilingual Question Answering.
The 2024 Conference on Empirical Methods in Natural Language Processing. Miami, Florida (12.11.2024-16.11.2024)
doi: 10.26083/tuprints-00028925
Conference or Workshop Item, Secondary publication, Publisher's Version

Flekova, L. ; Schott, M. (2024)
Reconstruction of Micropattern Detector Signals using Convolutional Neural Networks.
In: Journal of Physics: Conference Series, 2017, 898 (3)
doi: 10.26083/tuprints-00020936
Article, Secondary publication, Publisher's Version

Funkquist, Martin ; Kuznetsov, Ilia ; Hou, Yufang ; Gurevych, Iryna (2024)
CiteBench: A Benchmark for Scientific Citation Text Generation.
The 2023 Conference on Empirical Methods in Natural Language Processing. Singapore (06.12.2023-10.12.2023)
doi: 10.26083/tuprints-00027660
Conference or Workshop Item, Secondary publication, Publisher's Version

Gurevych, Iryna (2024)
Towards Real-World Fact-Checking with Large Language Models.
ECAI - 27TH European Conference on Artificial Intelligence. Santiago de Compostela (19.10.2024-24.10.2024)
doi: 10.26083/tuprints-00028061
Conference or Workshop Item, Primary publication, Publisher's Version

Klie, Jan-Christoph (2024)
Improving Natural Language Dataset Annotation Quality and Efficiency.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00026580
Ph.D. Thesis, Primary publication, Publisher's Version

Kuznetsov, Ilia ; Buchmann, Jan ; Eichler, Max ; Gurevych, Iryna (2024)
Revise and Resubmit: An Intertextual Model of Text-Based Collaboration in Peer Review.
In: Computational Linguistics, 2022, 48 (4)
doi: 10.26083/tuprints-00026489
Article, Secondary publication, Publisher's Version

Kuznetsov, Ilia ; Gurevych, Iryna (2024)
An Inclusive Notion of Text.
The 61st Annual Meeting of the Association for Computational Linguistics. Toronto, Canada (09.07.2023-14.07.2023)
doi: 10.26083/tuprints-00027658
Conference or Workshop Item, Secondary publication, Publisher's Version

Lee, Ji-Ung (2024)
Constrained Generation and Adaptive Selection of C-Tests.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00027274
Ph.D. Thesis, Primary publication, Publisher's Version

Ruan, Qian ; Kuznetsov, Ilia ; Gurevych, Iryna
eds.: Al-Onaizan, Yaser ; Bansal, Mohit ; Chen, Yun-Nung (2024)
Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions.
The 2024 Conference on Empirical Methods in Natural Language Processing. Miami, Florida (12.11.2024-16.11.2024)
doi: 10.26083/tuprints-00028924
Conference or Workshop Item, Secondary publication, Publisher's Version

Ruan, Qian ; Kuznetsov, Ilia ; Gurevych, Iryna
eds.: Ku, Lun-Wei ; Martins, Andre ; Srikumar, Vivek (2024)
Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision.
The 62nd Annual Meeting of the Association for Computational Linguistics. Bangkok, Thailand (11.08.2024-16.08.2024)
doi: 10.26083/tuprints-00028923
Conference or Workshop Item, Secondary publication, Publisher's Version

Schiller, Benjamin ; Daxenberger, Johannes ; Gurevych, Iryna (2024)
Stance Detection Benchmark: How Robust is Your Stance Detection?
In: KI - Künstliche Intelligenz : German Journal of Artificial Intelligence, 2021, 35 (3-4)
doi: 10.26083/tuprints-00023506
Article, Secondary publication, Publisher's Version

Simpson, Edwin ; Gurevych, Iryna (2024)
Scalable Bayesian preference learning for crowds.
In: Machine Learning, 2020, 109 (4)
doi: 10.26083/tuprints-00023931
Article, Secondary publication, Publisher's Version

Utama, Prasetya Ajie (2024)
Robustness of Pre-trained Language Models for Natural Language Understanding.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00026582
Ph.D. Thesis, Primary publication, Publisher's Version

Zyska, Dennis ; Dycke, Nils ; Buchmann, Jan ; Kuznetsov, Ilia ; Gurevych, Iryna (2024)
CARE: Collaborative AI-Assisted Reading Environment.
The 61st Annual Meeting of the Association for Computational Linguistics. Toronto, Canada (09.07.2023-14.07.2023)
doi: 10.26083/tuprints-00027659
Conference or Workshop Item, Secondary publication, Publisher's Version

Şahinuç, Furkan ; Kuznetsov, Ilia ; Hou, Yufang ; Gurevych, Iryna
eds.: Ku, Lun-Wei ; Martins, Andre ; Srikumar, Vivek (2024)
Systematic Task Exploration with LLMs: A Study in Citation Text Generation.
The 62nd Annual Meeting of the Association for Computational Linguistics. Bangkok, Thailand (11.08.2024-16.08.2024)
doi: 10.26083/tuprints-00028922
Conference or Workshop Item, Secondary publication, Publisher's Version

2023

Buchmann, Jan ; Dycke, Nils ; Zyska, Dennis ; Gurevych, Iryna
ed.: Ubiquitous Knowledge Processing Lab, TU Darmstadt (2023)
Digital Transformation of Science: AI-Assisted Collaborative Reading and Evaluation.
doi: 10.26083/tuprints-00023118
Report, Primary publication, Publisher's Version

Chalvatzaki, Georgia ; Younes, Ali ; Nandha, Daljeet ; Le, An Thai ; Ribeiro, Leonardo F. R. ; Gurevych, Iryna (2023)
Learning to reason over scene graphs: a case study of finetuning GPT-2 into a robot language model for grounded task planning.
In: Frontiers in Robotics and AI, 2023, 10
doi: 10.26083/tuprints-00024479
Article, Secondary publication, Publisher's Version

Igamberdiev, Timour (2023)
Differentially private methods in natural language processing.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00024429
Ph.D. Thesis, Primary publication, Publisher's Version

Pfeiffer, Jonas (2023)
Modular and Parameter-efficient Fine-tuning of Language Models.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00024565
Ph.D. Thesis, Primary publication, Publisher's Version

Zhao, Wei (2023)
On the Principles of Evaluation for Natural Language Generation.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00023295
Ph.D. Thesis, Primary publication, Publisher's Version

2022

Diallo, Aissatou (2022)
Preference-based Representation Learning for Collections.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00021652
Ph.D. Thesis, Primary publication, Publisher's Version

Kuznetsov, Ilia (2022)
The Role of Linguistics in Probing Task Design.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00019851
Ph.D. Thesis, Primary publication, Publisher's Version

Rodrigues Ribeiro, Leonardo Filipe (2022)
Graph-based Approaches to Text Generation.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00021498
Ph.D. Thesis, Primary publication, Publisher's Version

2021

Beck, Nils Peer (2021)
Transfer Learning for Conceptual Metaphor Generation.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00019359
Bachelor Thesis, Primary publication, Publisher's Version

Engels, Jens Ivo ; Frank, Sybille ; Gurevych, Iryna ; Heßler, Martina ; Knodt, Michèle ; Monstadt, Jochen ; Nordmann, Alfred ; Oetting, Andreas ; Rudolph-Cleff, Annette ; Rüppel, Uwe ; Schenk, Gerrit Jasper ; Steinke, Florian (2021)
Transformation, Zirkulation, System of Systems : Für ein dynamisches Verständnis netzgebundener Infrastrukturen.
doi: 10.26083/tuprints-00017923
Report, Primary publication, Publisher's Version

Gurevych, Iryna ; Daxenberger, Johannes (2021)
ArgumenText: Entscheidungsunterstützung durch die automatische Extraktion von Argumenten aus großen Textquellen (Schlussbericht).
doi: 10.26083/tuprints-00018663
Report, Primary publication, Publisher's Version

Puzikov, Yevgeniy (2021)
Principled Approach to Natural Language Generation.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00019115
Ph.D. Thesis, Primary publication, Publisher's Version

Rücklé, Andreas (2021)
Representation Learning and Learning from Limited Labeled Data for Community Question Answering.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00018508
Ph.D. Thesis, Primary publication, Publisher's Version

Sorokin, Daniil (2021)
Knowledge Graphs and Graph Neural Networks for Semantic Parsing.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00019187
Ph.D. Thesis, Primary publication, Publisher's Version

Stahlhut, Chris (2021)
Interactive Evidence Detection.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00019154
Ph.D. Thesis, Primary publication, Publisher's Version

da Silva Santos, Pedro Bispo (2021)
Multimodal Classification of Audiovisual Content.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00018590
Ph.D. Thesis, Primary publication, Publisher's Version

2020

Hanselowski, Andreas (2020)
A Machine-Learning-Based Pipeline Approach to Automated Fact-Checking.
Technische Universität Darmstadt
doi: 10.25534/tuprints-00014136
Ph.D. Thesis, Primary publication, Publisher's Version

Polisetty Venkata Sai, Avinesh (2020)
Information Preparation with the Human in the Loop.
TU Darmstadt
doi: 10.25534/tuprints-00011839
Ph.D. Thesis, Primary publication

2019

Botschen, Teresa (2019)
Uni- and Multimodal and Structured Representations for Modeling Frame Semantics.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

Falke, Tobias (2019)
Automatic Structured Text Summarization with Concept Maps.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

Peyrard, Maxime (2019)
Principled Approaches to Automatic Text Summarization.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

2018

Reimers, Nils Fabian (2018)
Universal Machine Learning Methods for Detecting and Temporal Anchoring of Events.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

2017

Flekova, Lucie (2017)
Leveraging Lexical-Semantic Knowledge for Text Classification Tasks.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

Hartmann, Silvana (2017)
Knowledge-based Supervision for Domain-adaptive Semantic Role Labeling.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

Stab, Christian Matthias Edwin (2017)
Argumentative Writing Support by means of Natural Language Processing.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

2016

Beinborn, Lisa Marina (2016)
Predicting and Manipulating the Difficulty of Text-Completion Exercises for Language Learning.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

Daxenberger, Johannes (2016)
The Writing Process in Online Mass Collaboration: NLP-Supported Approaches to Analyzing Collaborative Revision and User Interaction.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

Jamison, Emily K. (2016)
Crowdsource Annotation and Automatic Reconstruction of Online Discussion Threads.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

Miller, Tristan (2016)
Adjusting Sense Representations for Word Sense Disambiguation and Automatic Pun Interpretation.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication, Publisher's Version

2015

Bär, Daniel ; Zesch, Torsten ; Gurevych, Iryna
ed.: UKP Lab, Technische Universität Darmstadt (2015)
Composing Measures for Computing Text Similarity.
Report, Primary publication

Erbs, Nicolai (2015)
Approaches to Automatic Text Structuring.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

Matuschek, Michael (2015)
Word Sense Alignment of Lexical Resources.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

2014

Eckart de Castilho, Richard (2014)
Natural Language Processing: Integration of Automatic and Manual Analysis.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

Ferschke, Oliver (2014)
The Quality of Content in Open Online Collaboration Platforms: Approaches to NLP-supported Information Quality Management in Wikipedia.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

2013

Bär, Daniel (2013)
A Composite Model for Computing Similarity Between Texts.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

Meyer, Christian M. (2013)
Wiktionary: The Metalexicographic and the Natural Language Processing Perspective.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

2011

Jakob, Niklas (2011)
Extracting Opinion Targets from User-Generated Discourse with an Application to Recommendation Systems.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

2010

Zesch, Torsten (2010)
Study of Semantic Relatedness of Words Using Collaboratively Constructed Semantic Resources.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

2009

Zhu, Zhemin ; Bernhard, Delphine ; Gurevych, Iryna (2009)
A Multi-Dimensional Model for Assessing the Quality of Answers in Social Q&A Sites.
Report, Primary publication