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Nils Feldhus

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2020 – today

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2024
[c19]
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Ajay Madhavan Ravichandran, Julianna Grune, Nils Feldhus, Aljoscha Burchardt, Roland Roller, Sebastian Möller:
XAI for Better Exploitation of Text in Medical Decision Support. BioNLP@ACL 2024: 506-513
[c18]
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Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Sebastian Möller:
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems. EMNLP (Findings) 2024: 1410-1422
[c17]
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Vera Schmitt, Luis-Felipe Villa-Arenas, Nils Feldhus, Joachim Meyer, Robert P. Spang, Sebastian Möller:
The Role of Explainability in Collaborative Human-AI Disinformation Detection. FAccT 2024: 2157-2174
[c16]
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Nils Feldhus, Aliki Anagnostopoulou, Qianli Wang, Milad Alshomary, Henning Wachsmuth, Daniel Sonntag, Sebastian Möller:
Towards Modeling and Evaluating Instructional Explanations in Teacher-Student Dialogues. GoodIT 2024: 225-230
[c15]
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Maximilian Bleick, Nils Feldhus, Aljoscha Burchardt, Sebastian Möller:
German Voter Personas Can Radicalize LLM Chatbots via the Echo Chamber Effect. INLG 2024: 153-164
[c14]
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  - conf/qomex/WehnerFS0H24
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Nikolas Wehner, Nils Feldhus, Michael Seufert, Sebastian Möller, Tobias Hoßfeld:
QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models. QoMEX 2024: 72-75
[c13]
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  - conf/xai/SartiFQNB24
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Gabriele Sarti, Nils Feldhus, Jirui Qi, Malvina Nissim, Arianna Bisazza:
Democratizing Advanced Attribution Analyses of Generative Language Models with the Inseq Toolkit. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2024: 289-296
[i12]
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  - journals/corr/abs-2401-12576
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Qianli Wang, Tatiana Anikina, Nils Feldhus, Josef van Genabith, Leonhard Hennig, Sebastian Möller:
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools. CoRR abs/2401.12576 (2024)
[i11]
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  - journals/corr/abs-2406-08101
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Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Sebastian Möller:
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems. CoRR abs/2406.08101 (2024)
[i10]
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  - journals/corr/abs-2407-01384
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Yi-Sheng Hsu, Nils Feldhus, Sherzod Hakimov:
Free-text Rationale Generation under Readability Level Control. CoRR abs/2407.01384 (2024)
[i9]
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  - journals/corr/abs-2409-07123
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Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Sebastian Möller, Vera Schmitt:
Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem. CoRR abs/2409.07123 (2024)
2023
[c12]
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Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal:
Inseq: An Interpretability Toolkit for Sequence Generation Models. ACL (demo) 2023: 421-435
[c11]
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  - conf/emnlp/FeldhusWACO023
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Nils Feldhus, Qianli Wang, Tatiana Anikina, Sahil Chopra, Cennet Oguz, Sebastian Möller:
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations. EMNLP (Findings) 2023: 5399-5421
[c10]
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  - conf/hucapp/PolzehlSF0023
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Tim Polzehl, Vera Schmitt, Nils Feldhus, Joachim Meyer, Sebastian Möller:
Fighting Disinformation: Overview of Recent AI-Based Collaborative Human-Computer Interaction for Intelligent Decision Support Systems. VISIGRAPP (2: HUCAPP) 2023: 267-278
[i8]
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  - journals/corr/abs-2302-13942
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Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal:
Inseq: An Interpretability Toolkit for Sequence Generation Models. CoRR abs/2302.13942 (2023)
[i7]
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  - journals/corr/abs-2310-05592
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Nils Feldhus, Qianli Wang, Tatiana Anikina, Sahil Chopra, Cennet Oguz, Sebastian Möller:
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations. CoRR abs/2310.05592 (2023)
2022
[j1]
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  - journals/ki/HartmannDFKS22
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Mareike Hartmann, Han Du, Nils Feldhus, Ivana Kruijff-Korbayová, Daniel Sonntag:
XAINES: Explaining AI with Narratives. Künstliche Intell. 36(3): 287-296 (2022)
[c9]
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  - conf/interspeech/FernauHFP22
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Daniel Fernau, Stefan Hillmann, Nils Feldhus, Tim Polzehl:
Towards Automated Dialog Personalization using MBTI Personality Indicators. INTERSPEECH 2022: 1968-1972
[c8]
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  - conf/lrec/RollerBFSBRO22
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Roland Roller, Aljoscha Burchardt, Nils Feldhus, Laura Seiffe, Klemens Budde, Simon Ronicke, Bilgin Osmanodja:
An Annotated Corpus of Textual Explanations for Clinical Decision Support. LREC 2022: 2317-2326
[c7]
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  - conf/sigdial/FernauHFP022
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Daniel Fernau, Stefan Hillmann, Nils Feldhus, Tim Polzehl, Sebastian Möller:
Towards Personality-Aware Chatbots. SIGDIAL 2022: 135-145
[i6]
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  - journals/corr/abs-2206-06029
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Nils Feldhus, Ajay Madhavan Ravichandran, Sebastian Möller:
Mediators: Conversational Agents Explaining NLP Model Behavior. CoRR abs/2206.06029 (2022)
[i5]
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  - journals/corr/abs-2210-07222
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Nils Feldhus, Leonhard Hennig, Maximilian Dustin Nasert, Christopher Ebert, Robert Schwarzenberg, Sebastian Möller:
Constructing Natural Language Explanations via Saliency Map Verbalization. CoRR abs/2210.07222 (2022)
2021
[c6]
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  - conf/acl-dialdoc/NehringFKA21
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Jan Nehring, Nils Feldhus, Harleen Kaur, Akhyar Ahmed:
Combining Open Domain Question Answering with a Task-Oriented Dialog System. DialDoc@ACL-IJCNLP 2021: 38-45
[c5]
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  - conf/blackboxnlp/SchwarzenbergFM21
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Robert Schwarzenberg, Nils Feldhus, Sebastian Möller:
Efficient Explanations from Empirical Explainers. BlackboxNLP@EMNLP 2021: 240-249
[c4]
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  - conf/eacl/RehmPBHAVBGGCFH21
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Georg Rehm, Stelios Piperidis, Kalina Bontcheva, Jan Hajic, Victoria Arranz, Andrejs Vasiljevs, Gerhard Backfried, José Manuél Gómez-Pérez, Ulrich Germann, Rémi Calizzano, Nils Feldhus, Stefanie Hegele, Florian Kintzel, Katrin Marheinecke, Julián Moreno Schneider, Dimitris Galanis, Penny Labropoulou, Miltos Deligiannis, Katerina Gkirtzou, Athanasia Kolovou, Dimitris Gkoumas, Leon Voukoutis, Ian Roberts, Jana Hamrlová, Dusan Varis, Lukás Kacena, Khalid Choukri, Valérie Mapelli, Mickaël Rigault, Julija Melnika, Miroslav Jánosík, Katja Prinz, Andrés García-Silva, Cristian Berrio, Ondrej Klejch, Steve Renals:
European Language Grid: A Joint Platform for the European Language Technology Community. EACL (System Demonstrations) 2021: 221-230
[c3]
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  - conf/emnlp/FeldhusS021
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Nils Feldhus, Robert Schwarzenberg, Sebastian Möller:
Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools. EMNLP (Demos) 2021: 87-95
[i4]
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  - journals/corr/abs-2103-15429
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Robert Schwarzenberg, Nils Feldhus, Sebastian Möller:
Efficient Explanations from Empirical Explainers. CoRR abs/2103.15429 (2021)
[i3]
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  - journals/corr/abs-2108-13961
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Nils Feldhus, Robert Schwarzenberg, Sebastian Möller:
Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools. CoRR abs/2108.13961 (2021)
2020
[c2]
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  - conf/lrec/RehmGLPWUKDGFCF20
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Georg Rehm, Dimitris Galanis, Penny Labropoulou, Stelios Piperidis, Martin Welß, Ricardo Usbeck, Joachim Köhler, Miltos Deligiannis, Katerina Gkirtzou, Johannes Fischer, Christian Chiarcos, Nils Feldhus, Julián Moreno Schneider, Florian Kintzel, Elena Montiel-Ponsoda, Víctor Rodríguez-Doncel, John Philip McCrae, David Laqua, Irina Patricia Theile, Christian Dittmar, Kalina Bontcheva, Ian Roberts, Andrejs Vasiljevs, Andis Lagzdins:
Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability. IWLTP@LREC 2020: 96-107
[c1]
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  - conf/swisstext/ZaczynskaFSGM20
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Karolina Zaczynska, Nils Feldhus, Robert Schwarzenberg, Aleksandra Gabryszak, Sebastian Möller:
Evaluating German Transformer Language Models with Syntactic Agreement Tests. SwissText/KONVENS 2020
[i2]
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  - journals/corr/abs-2004-08355
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Georg Rehm, Dimitrios Galanis, Penny Labropoulou, Stelios Piperidis, Martin Welß, Ricardo Usbeck, Joachim Köhler, Miltos Deligiannis, Katerina Gkirtzou, Johannes Fischer, Christian Chiarcos, Nils Feldhus, Julián Moreno Schneider, Florian Kintzel, Elena Montiel-Ponsoda, Víctor Rodríguez-Doncel, John P. McCrae, David Laqua, Irina Patricia Theile, Christian Dittmar, Kalina Bontcheva, Ian Roberts, Andrejs Vasiljevs, Andis Lagzdins:
Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability. CoRR abs/2004.08355 (2020)
[i1]
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  - journals/corr/abs-2007-03765
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Karolina Zaczynska, Nils Feldhus, Robert Schwarzenberg, Aleksandra Gabryszak, Sebastian Möller:
Evaluating German Transformer Language Models with Syntactic Agreement Tests. CoRR abs/2007.03765 (2020)

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