2024
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Socratic Reasoning Improves Positive Text Rewriting
Anmol Goel, Nico Daheim, Iryna Gurevych
preprint [pdf]
*Equal contribution. -
Variational Learning is Effective for Large Deep Networks
Yuesong Shen*, Nico Daheim*, Bai Cong, Peter Nickl, Gian Maria Marconi, Clement Bazan, Rio Yokota, Iryna Gurevych, Daniel Cremers, Mohammad Emtiyaz Khan, Thomas Möllenhoff
preprint [pdf] [Code] -
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation
Nico Daheim, Nouha Dziri, Mrinmaya Sachan, Iryna Gurevych, Edoardo M. Ponti
NAACL 2024 [pdf] [code] -
Model Merging by Uncertainty-Based Gradient Matching
Nico Daheim, Thomas Möllenhoff, Edoardo M. Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan
ICLR 2024 [pdf]
2023
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Uncertainty in Natural Language Generation: From Theory to Applications
Joris Baan*, Nico Daheim*, Evgenia Ilia*, Dennis Ulmer*, Haau-Sing Li, Raquel Fernández, Barbara Plank, Rico Sennrich, Chrysoula Zerva, Wilker Aziz
preprint [pdf]
*Equal contribution. -
Opportunities and Challenges in Neural Dialog Tutoring
Jakub Macina*, Nico Daheim*, Sankalan Pal Chowdhury*, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
EMNLP Findings 2023 [pdf] [Code & data]
*Equal contribution. -
Task-Oriented Document-Grounded Dialog Systems by HLTPR@RWTH for DSTC9 and DSTC10
David Thulke, Nico Daheim, Christian Dugast, Hermann Ney
IEEE/ACM Transactions on Audio, Speech, and Language Processing [pdf] -
Opportunities and Challenges in Neural Dialog Tutoring
Jakub Macina*, Nico Daheim*, Lingzhi Wang, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan
EACL 2023 [pdf]
*Equal contribution. -
Poor Man’s Quality Estimation: Predicting Reference-Based MT Metrics Without the Reference
Vilém Zouhar, Shehzaad Dhuliawala, Wangchunshu Zhou, Nico Daheim, Tom Kocmi, Yuchen Eleanor Jiang, Mrinmaya Sachan
EACL 2023 [pdf]
2022
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Controllable Factuality in Document-Grounded Dialog Using a Noisy Channel Model
Nico Daheim, David Thulke, Christian Dugast, Hermann Ney
EMNLP Findings 2022 [pdf] [code] -
Gemv2: Multilingual nlg benchmarking in a single line of code
Sebastian Gehrmann et al.
EMNLP Demo 2022 [pdf] [code] -
Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model
David Thulke*, Nico Daheim*, Christian Dugast, Hermann Ney
Workshop on DSTC10, AAAI 2022 [pdf] [code]
*Equal contribution.
2021
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Cascaded Span Extraction and Response Generation for Document-Grounded Dialog
Nico Daheim, David Thulke, Christian Dugast, Hermann Ney
Workshop on DialDoc, ACL-IJCNLP 2021 [pdf] [code] -
Efficient Retrieval Augmented Generation from Unstructed Knowledge for Task-Oriented Dialog Recognition
David Thulke, Nico Daheim, Christian Dugast, Hermann Ney
Workshop on DSTC9, AAAI 2021 [pdf] [code]