Sebastian Steindl
9 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Generation
(5)
Artificial Intelligence
(4)
Application Areas
(4)
Core AI
(4)
Learning Types
(2)
Resources & Methods
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Education
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
large language model
(6)
data augmentation
(4)
dialogue system
(3)
prompt engineering
(2)
task-oriented dialog
(2)
task-oriented dialogue
(2)
benchmark dataset
(1)
synthetic data
(1)
adversarial prompt detection
(1)
jailbreaking attack
(1)
attention weight
(1)
prompt injection
(1)
human evaluation
(1)
dialogue evaluation
(1)
sequence-to-sequence model
(1)
counterfactual generation
(1)
controlled generation
(1)
dialog system
(1)
social media content
(1)
linguistic obfuscation
(1)
Papers
Detection of Adversarial Prompts with Model Predictive Entropy
EACL 2026
An Improved, Strong Baseline for Pre-Trained Large Language Models as Task-Oriented Dialogue Systems
EMNLP 2025
CoPrUS: Consistency Preserving Utterance Synthesis towards more realistic benchmark dialogues
COLING 2025
MonoTODia: Translating Monologue Requests to Task-Oriented Dialogues
NAACL 2025
On the Effectiveness of Prompt-Moderated LLMs for Math Tutoring at the Tertiary Level
EMNLP 2025
Counterfactual Dialog Mixing as Data Augmentation for Task-Oriented Dialog Systems
COLING 2024
Linguistic Obfuscation Attacks and Large Language Model Uncertainty
EACL 2024
Controlled Data Augmentation for Training Task-Oriented Dialog Systems with Low Resource Data
EMNLP 2023
EduQuick: A Dataset Toward Evaluating Summarization of Informal Educational Content for Social Media
AACL 2023