Nils Feldhus

Inseq: An Interpretability Toolkit for Sequence Generation Models

Feb 27, 2023
Gabriele Sarti, Nils Feldhus, Ludwig Sickert, Oskar van der Wal

Figure 2 for Inseq: An Interpretability Toolkit for Sequence Generation Models

Figure 3 for Inseq: An Interpretability Toolkit for Sequence Generation Models

Figure 4 for Inseq: An Interpretability Toolkit for Sequence Generation Models

* Library: https://github.com/inseq-team/inseq, Documentation: https://inseq.readthedocs.io, v0.4

Access Paper or Ask Questions

Constructing Natural Language Explanations via Saliency Map Verbalization

Oct 13, 2022
Nils Feldhus, Leonhard Hennig, Maximilian Dustin Nasert, Christopher Ebert, Robert Schwarzenberg, Sebastian Möller

Figure 2 for Constructing Natural Language Explanations via Saliency Map Verbalization

Figure 3 for Constructing Natural Language Explanations via Saliency Map Verbalization

Figure 4 for Constructing Natural Language Explanations via Saliency Map Verbalization

Access Paper or Ask Questions

Mediators: Conversational Agents Explaining NLP Model Behavior

Jun 13, 2022
Nils Feldhus, Ajay Madhavan Ravichandran, Sebastian Möller

Figure 2 for Mediators: Conversational Agents Explaining NLP Model Behavior

Figure 3 for Mediators: Conversational Agents Explaining NLP Model Behavior

Figure 4 for Mediators: Conversational Agents Explaining NLP Model Behavior

* Accepted to IJCAI-ECAI 2022 Workshop on Explainable Artificial Intelligence (XAI)

Access Paper or Ask Questions

Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools

Aug 31, 2021
Nils Feldhus, Robert Schwarzenberg, Sebastian Möller

Figure 2 for Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools

Figure 3 for Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools

Figure 4 for Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools

* Accepted to EMNLP 2021 System Demonstrations

Access Paper or Ask Questions

Efficient Explanations from Empirical Explainers

Mar 29, 2021
Robert Schwarzenberg, Nils Feldhus, Sebastian Möller

Figure 2 for Efficient Explanations from Empirical Explainers

Access Paper or Ask Questions

Evaluating German Transformer Language Models with Syntactic Agreement Tests

Jul 07, 2020
Karolina Zaczynska, Nils Feldhus, Robert Schwarzenberg, Aleksandra Gabryszak, Sebastian Möller

Figure 2 for Evaluating German Transformer Language Models with Syntactic Agreement Tests

* Proceedings of the 5th Swiss Text Analytics Conference and the 16th Conference on Natural Language Processing, SwissText/KONVENS 2020, Zurich, Switzerland, June 23-25, 2020 [online only]. CEUR Workshop Proceedings 2624
* SwissText + KONVENS 2020

Access Paper or Ask Questions

Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability

Apr 17, 2020
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, Víctor Rodríguez Doncel, John P. McCrae, David Laqua, Irina Patricia Theile, Christian Dittmar, Kalina Bontcheva, Ian Roberts, Andrejs Vasiljevs, Andis Lagzdiņš

Figure 1 for Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability

Figure 2 for Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability

Figure 3 for Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability

Figure 4 for Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability

* Proceedings of the 1st International Workshop on Language Technology Platforms (IWLTP 2020). To appear

Access Paper or Ask Questions