Matthias Scheutz
14 papers · 2016–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
π§
Keyword Pioneer
ποΈ
Keyword Collector
(79)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Silver
π
Conference Pioneer
β
The Questioner
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(12)
Core AI
(10)
Machine Learning
(5)
Natural Language Processing
(5)
Understanding
(4)
Interdisciplinary
(2)
Robotics
(2)
Bayesian & Probabilistic
(2)
Capabilities
(2)
Generation
(2)
Learning Types
(2)
Optimization & Theory
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Keywords
bayesian inference
(2)
reference resolution
(2)
dialogue system
(2)
natural language understanding
(2)
human-robot interaction
(2)
answer set programming
(2)
social norm
(2)
topic modeling
(1)
coreference resolution
(1)
data augmentation
(1)
incremental learning
(1)
part-of-speech tagging
(1)
contextual reasoning
(1)
llm evaluation
(1)
dataset creation
(1)
word learning
(1)
cross-situational learning
(1)
dependency parsing
(1)
conditional probability
(1)
robot learning
(1)
Papers
IntelliProof: An Argumentation Network-based Conversational Helper for Organized Reflection
AAAI 2026
Where Norms and References Collide: Evaluating LLMs on Normative Reasoning
AAAI 2026
Few-Shot Neuro-Symbolic Imitation Learning for Long-Horizon Planning and Acting
CoRL 2025
Automating Dataset Production Using Generative Text and Image Models
COLING 2024
Investigating a Generalization of Probabilistic Material Implication and Bayesian Conditionals
UAI 2023
Social Norms Guide Reference Resolution
NAACL 2022
Enabling Fast Instruction-Based Modification of Learned Robot Skills
AAAI 2021
Reasoning Requirements for Indirect Speech Act Interpretation
COLING 2020
On Resolving Ambiguous Anaphoric Expressions in Imperative Discourse
AAAI 2019
Recursive Spoken Instruction-Based One-Shot Object and Action Learning
IJCAI 2018
Sensitivity to Input Order: Evaluation of an Incremental and Memory-Limited Bayesian Cross-Situational Word Learning Model
COLING 2018
Creating POS Tagging and Dependency Parsing Experts via Topic Modeling
EACL 2017
Resolution of Referential Ambiguity in Human-Robot Dialogue Using Dempster-Shafer Theoretic Pragmatics
RSS 2017
Disfluent but effective? A quantitative study of disfluencies and conversational moves in team discourse
COLING 2016