Simon Ostermann
37 papers · 2018–2026 · 7 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (55) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Mega-Team · Squad
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Dynamic Duo
(14)
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Deep Specialist
(13)
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Prolific Year · Absurd
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The Questioner
(2)
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Century Club · Bronze
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Renaissance Researcher
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Keyword Collector
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Research topics
Natural Language Processing
(24)
Artificial Intelligence
(22)
Core AI
(18)
Resources & Methods
(17)
Machine Learning
(14)
Applications
(12)
Core Methods
(7)
Application Areas
(6)
Learning Types · Machine Learning
(6)
Deep Learning
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Learning Paradigms
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Understanding
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Generation
(3)
Learning Types · Deep Learning
(3)
Computer Vision
(2)
Keywords
low-resource language
(9)
large language model
(9)
cross-lingual transfer
(6)
multilingual model
(4)
parameter-efficient fine-tuning
(3)
representation learning
(3)
multilingual nlp
(3)
coreference resolution
(3)
activation steering
(2)
transfer learning
(2)
anaphora resolution
(2)
machine comprehension
(2)
arithmetic reasoning
(2)
machine translation
(2)
knowledge graph
(2)
soft prompt
(2)
named entity recognition
(2)
efficient computing
(2)
question answering
(2)
intent recognition
(2)
Papers
Assessing Web Search Credibility and Response Groundedness in Chat Assistants
EACL 2026
DFKI-MLT at SemEval-2026 TASK 7: Steering Multilingual Models Towards Cultural Knowledge
SemEval 2026
From Weights to Activations: Is Steering the Next Frontier of Adaptation?
ACL 2026
Why Does Reinforcement Learning Generalize? A Feature-Level Mechanistic Study of Post-Training in Large Language Models
ACL 2026
A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages
EMNLP 2025
AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models
NAACL 2025
Cross-Prompt Encoder for Low-Performing Languages
IJCNLP 2025
Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem
COLING 2025
Disentangling Mathematical Reasoning in LLMs: A Methodological Investigation of Internal Mechanisms
EMNLP 2025
Exploring Semantic Filtering Heuristics For Efficient Claim Verification
ACL 2025
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation
ACL 2025
GrEmLIn: A Repository of Green Baseline Embeddings for 87 Low-Resource Languages Injected with Multilingual Graph Knowledge
NAACL 2025
Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation
IJCNLP 2025
Large Language Models for Multilingual Previously Fact-Checked Claim Detection
EMNLP 2025
Modular Arithmetic: Language Models Solve Math Digit by Digit
IJCNLP 2025
Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems
EMNLP 2025
Multilingual Political Views of Large Language Models: Identification and Steering
IJCNLP 2025
Only for the Unseen Languages, Say the Llamas: On the Efficacy of Language Adapters for Cross-lingual Transfer in English-centric LLMs
ACL 2025
On Multilingual Encoder Language Model Compression for Low-Resource Languages
IJCNLP 2025
Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution
NAACL 2025
Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints
EMNLP 2025
SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval
SemEval 2025
Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages
ACL 2025
Soft Language Prompts for Language Transfer
NAACL 2025
The Lookahead Limitation: Why Multi-Operand Addition is Hard for LLMs
EMNLP 2025
Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters
ACL 2024
Common European Language Data Space
COLING 2024
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems
EMNLP 2024
DFKI-MLST at DialAM-2024 Shared Task: System Description
ACL 2024
HybridBERT - Making BERT Pretraining More Efficient Through Hybrid Mixture of Attention Mechanisms
NAACL 2024
MMAR: Multilingual and Multimodal Anaphora Resolution in Instructional Videos
EMNLP 2024
UoM-DFKI submission to the low resource shared task
ACL 2024
Find-2-Find: Multitask Learning for Anaphora Resolution and Object Localization
EMNLP 2023
Investigating the Encoding of Words in BERT’s Neurons Using Feature Textualization
EMNLP 2023
Commonsense Inference in Natural Language Processing (COIN) - Shared Task Report
EMNLP 2019
Proceedings of the First Workshop on Commonsense Inference in Natural Language Processing
EMNLP 2019
SemEval-2018 Task 11: Machine Comprehension Using Commonsense Knowledge
SemEval 2018