Nico Daheim
19 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Artificial Intelligence
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large language model
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text generation
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dialog system
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document-grounded dialog
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response generation
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educational technology
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document grounding
(2)
hallucination detection
(2)
llm tutoring
(2)
dialog tutoring
(2)
uncertainty quantification
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dialogue system
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noisy channel model
(1)
natural language generation
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model merging
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context understanding
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supervised learning
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Papers
A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
EMNLP 2025
Can LLMs Effectively Simulate Human Learners? Teachers’ Insights from Tutoring LLM Students
ACL 2025
From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning
EMNLP 2025
Large Language Models for Education: Understanding the Needs of Stakeholders, Current Capabilities and the Path Forward
ACL 2025
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors
EMNLP 2025
Socratic Reasoning Improves Positive Text Rewriting
NAACL 2025
Token Weighting for Long-Range Language Modeling
NAACL 2025
Uncertainty-Aware Decoding with Minimum Bayes Risk
ICLR 2025
Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots
ACL 2024
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation
NAACL 2024
Model Merging by Uncertainty-Based Gradient Matching
ICLR 2024
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors
EMNLP 2024
Variational Learning is Effective for Large Deep Networks
ICML 2024
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
EMNLP 2023
Opportunities and Challenges in Neural Dialog Tutoring
EACL 2023
Poor Man’s Quality Estimation: Predicting Reference-Based MT Metrics Without the Reference
EACL 2023
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model
EMNLP 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
EMNLP 2022
Cascaded Span Extraction and Response Generation for Document-Grounded Dialog
ACL 2021