Sebastian Gombert
6 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Natural Language Processing
(5)
Applications
(4)
Learning Paradigms
(4)
Deep Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Interdisciplinary
(2)
Application Areas
(2)
Core Methods
(2)
Education
(2)
Architectures
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
contextualized embedding
(2)
gradient boosting
(2)
multilingual nlp
(2)
large language model
(2)
text classification
(2)
word embedding
(2)
multi-task learning
(2)
text simplification
(1)
token classification
(1)
hierarchical model
(1)
language model
(1)
ensemble model
(1)
pre-trained model
(1)
feature engineering
(1)
transformer encoder
(1)
contextual embedding
(1)
lexical resource
(1)
linguistic feature
(1)
controlled generation
(1)
automated scoring
(1)
Papers
Down the Cascades of Omethi: Hierarchical Automatic Scoring in Large-Scale Assessments
ACL 2025
GRIPF at TSAR 2025 Shared Task Towards controlled CEFR level simplification with the help of inter-model interactions
EMNLP 2025
TBA at BEA 2025 Shared Task: Transfer-Learning from DARE-TIES Merged Models for the Pedagogical Ability Assessment of LLM-Powered Math Tutors
ACL 2025
Predicting Item Difficulty and Item Response Time with Scalar-mixed Transformer Encoder Models and Rational Network Regression Heads
NAACL 2024
TUDA-CCL at SemEval-2021 Task 1: Using Gradient-boosted Regression Tree Ensembles Trained on a Heterogeneous Feature Set for Predicting Lexical Complexity
SemEval 2021
MultiVitaminBooster at PARSEME Shared Task 2020: Combining Window- and Dependency-Based Features with Multilingual Contextualised Word Embeddings for VMWE Detection
COLING 2020