Nico Daheim

According to our database, Nico Daheim authored at least 18 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Task-Oriented Document-Grounded Dialog Systems by HLTPR@RWTH for DSTC9 and DSTC10.

David Thulke, Nico Daheim, Christian Dugast, Hermann Ney

IEEE ACM Trans. Audio Speech Lang. Process., 2024

How to Weight Multitask Finetuning? Fast Previews via Bayesian Model-Merging.

Hugo Monzón Maldonado, Thomas Möllenhoff, Nico Daheim, Iryna Gurevych, Mohammad Emtiyaz Khan

CoRR, 2024

Variational Low-Rank Adaptation Using IVON.

Bai Cong, Nico Daheim, Yuesong Shen, Daniel Cremers, Rio Yokota, Mohammad Emtiyaz Khan, Thomas Möllenhoff

CoRR, 2024

Socratic Reasoning Improves Positive Text Rewriting.

Anmol Goel, Nico Daheim, Iryna Gurevych

CoRR, 2024

Elastic Weight Removal for Faithful and Abstractive Dialogue Generation.

Nico Daheim, Nouha Dziri, Mrinmaya Sachan, Iryna Gurevych, Edoardo M. Ponti

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

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

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Model Merging by Uncertainty-Based Gradient Matching.

Nico Daheim, Thomas Möllenhoff, Edoardo M. Ponti, Iryna Gurevych, Mohammad Emtiyaz Khan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors.

Nico Daheim, Jakub Macina, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots.

Junling Wang, Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Mrinmaya Sachan

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

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

CoRR, 2023

MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems.

Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

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

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Opportunities and Challenges in Neural Dialog Tutoring.

Jakub Macina, Nico Daheim, Lingzhi Wang, Tanmay Sinha, Manu Kapur, Iryna Gurevych, Mrinmaya Sachan

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

GEMv2: Multilingual NLG Benchmarking in a Single Line of Code.

Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bingsheng Yao, Bryan Wilie, Chandra Bhagavatula, Chaobin You, Craig Thomson, Cristina Garbacea, Dakuo Wang, Daniel Deutsch, Deyi Xiong, Di Jin, Dimitra Gkatzia, Dragomir R. Radev, Elizabeth Clark, Esin Durmus, Faisal Ladhak, Filip Ginter, Genta Indra Winata, Hendrik Strobelt, Hiroaki Hayashi, Jekaterina Novikova, Jenna Kanerva, Jenny Chim, Jiawei Zhou, Jordan Clive, Joshua Maynez, João Sedoc, Juraj Juraska, Kaustubh D. Dhole, Khyathi Raghavi Chandu, Laura Perez-Beltrachini, Leonardo F. R. Ribeiro, Lewis Tunstall, Li Zhang, Mahima Pushkarna, Mathias Creutz, Michael White, Mihir Sanjay Kale, Moussa Kamal Eddine, Nico Daheim, Nishant Subramani, Ondrej Dusek, Paul Pu Liang, Pawan Sasanka Ammanamanchi, Qi Zhu, Ratish Puduppully, Reno Kriz, Rifat Shahriyar, Ronald Cardenas, Saad Mahamood, Salomey Osei, Samuel Cahyawijaya, Sanja Stajner, Sébastien Montella, Shailza Jolly, Simon Mille, Tahmid Hasan, Tianhao Shen, Tosin P. AMahidewumi, Vikas Raunak, Vipul Raheja, Vitaly Nikolaev, Vivian Tsai, Yacine Jernite, Ying Xu, Yisi Sang, Yixin Liu, Yufang Hou

CoRR, 2022

Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model.

Nico Daheim, David Thulke, Christian Dugast, Hermann Ney

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model.

David Thulke, Nico Daheim, Christian Dugast, Hermann Ney

CoRR, 2021

Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog.

David Thulke, Nico Daheim, Christian Dugast, Hermann Ney

CoRR, 2021

Cascaded Span Extraction and Response Generation for Document-Grounded Dialog.

Nico Daheim, David Thulke, Christian Dugast, Hermann Ney

Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering, 2021