Efficient retrieval augmented generation from unstructured knowledge for task-oriented dialog D Thulke, N Daheim, C Dugast, H Ney arXiv preprint arXiv:2102.04643, 2021 | 39 | 2021 |
Elastic weight removal for faithful and abstractive dialogue generation N Daheim, N Dziri, M Sachan, I Gurevych, EM Ponti NAACL 2024, 2023 | 21 | 2023 |
Uncertainty in natural language generation: From theory to applications J Baan*, N Daheim*, E Ilia*, D Ulmer*, HS Li, R Fernández, B Plank, ... arXiv preprint arXiv:2307.15703, 2023 | 20 | 2023 |
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems J Macina*, N Daheim*, SP Chowdhury*, T Sinha, M Kapur, I Gurevych, ... EMNLP Findings 2023, 2023 | 18 | 2023 |
Opportunities and Challenges in Neural Dialog Tutoring J Macina*, N Daheim*, L Wang, T Sinha, M Kapur, I Gurevych, M Sachan EACL 2023, 2023 | 15 | 2023 |
Gemv2: Multilingual nlg benchmarking in a single line of code S Gehrmann, A Bhattacharjee, A Mahendiran, A Wang, A Papangelis, ... EMNLP 2022 Demo, 2022 | 13 | 2022 |
Cascaded span extraction and response generation for document-grounded dialog N Daheim, D Thulke, C Dugast, H Ney arXiv preprint arXiv:2106.07275, 2021 | 8 | 2021 |
Model Merging by Uncertainty-Based Gradient Matching N Daheim, T Möllenhoff, EM Ponti, I Gurevych, ME Khan ICLR 2024, 2023 | 6 | 2023 |
Poor Man's Quality Estimation: Predicting Reference-Based MT Metrics Without the Reference V Zouhar, S Dhuliawala, W Zhou, N Daheim, T Kocmi, YE Jiang, ... EACL 2023, 2023 | 6 | 2023 |
Adapting document-grounded dialog systems to spoken conversations using data augmentation and a noisy channel model D Thulke, N Daheim, C Dugast, H Ney arXiv preprint arXiv:2112.08844, 2021 | 5 | 2021 |
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model N Daheim, D Thulke, C Dugast, H Ney EMNLP Findings 2022, 2022 | 4 | 2022 |
Variational Learning is Effective for Large Deep Networks Y Shen*, N Daheim*, B Cong, P Nickl, GM Marconi, C Bazan, R Yokota, ... ICML 2024 (Spotlight), 2024 | 2 | 2024 |
Task-Oriented Document-Grounded Dialog Systems by HLTPR@ RWTH for DSTC9 and DSTC10 D Thulke, N Daheim, C Dugast, H Ney IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023 | 2 | 2023 |
Book2Dial: Generating Teacher-Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots J Wang, J Macina, N Daheim, SP Chowdhury, M Sachan ACL Findings 2024, 2024 | 1 | 2024 |
Socratic Reasoning Improves Positive Text Rewriting A Goel, N Daheim, I Gurevych arXiv preprint arXiv:2403.03029, 2024 | | 2024 |
Model Merging by Gradient Matching N Daheim, T Möllenhoff, E Ponti, I Gurevych, ME Khan UniReps: the First Workshop on Unifying Representations in Neural Models, 2023 | | 2023 |