Daheim, Nico
- MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
2023/05/23 by Macina, Jakub, Daheim, Nico, Chowdhury, Sankalan Pal +4 · 24 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Model Merging by Uncertainty-Based Gradient Matching
2023/10/19 by Nico Daheim, Daheim, Nico, Thomas Möllenhoff +7 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Uncertainty in Natural Language Generation: From Theory to Applications
2023/07/28 by Baan, Joris, Daheim, Nico, Ilia, Evgenia +7 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Variational Learning is Effective for Large Deep Networks
2024/02/27 by Yuesong Shen, Shen, Yuesong, Nico Daheim +18 · 1 voice · 9 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- Opportunities and Challenges in Neural Dialog Tutoring
2023/01/24 by Macina, Jakub, Daheim, Nico, Wang, Lingzhi +4 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors
2024/07/12 by Nico Daheim, Jakub Mačina, Daheim, Nico +7 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
- MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors
2025/02/26 by Macina, Jakub, Daheim, Nico, Hakimi, Ido +3 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Book2Dial: Generating Teacher-Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots
2024/03/05 by Wang, Junling, Macina, Jakub, Daheim, Nico +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Token Weighting for Long-Range Language Modeling
2025/03/12 by Falko Helm, Nico Daheim, Helm, Falko +3 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model
2021/12/16 by David Thulke, Nico Daheim, Thulke, David +5 · 1 citation
Computer Science · #Speech and dialogue systems #Topic Modeling #Multimodal Machine Learning Applications
- Socratic Reasoning Improves Positive Text Rewriting
2024/03/05 by Goel, Anmol, Daheim, Nico, Montag, Christian +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
2022/06/22 by Gehrmann, Sebastian, Bhattacharjee, Abhik, Mahendiran, Abinaya +74 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning
2025/05/21 by David Dinucu-Jianu, Jakub Mačina, Dinucu-Jianu, David +9 · 3 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Uncertainty-Aware Decoding with Minimum Bayes Risk
2025/03/07 by Daheim, Nico, Meister, Clara, Möllenhoff, Thomas +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Elastic Weight Removal for Faithful and Abstractive Dialogue Generation
2023/03/30 by Daheim, Nico, Dziri, Nouha, Sachan, Mrinmaya +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
2025/05/13 by Shelmanov, Artem, Fadeeva, Ekaterina, Tsvigun, Akim +9 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences