Florian Matthes
36 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(29)
Machine Learning
(23)
Applications
(19)
Artificial Intelligence
(18)
Core AI
(18)
Application Areas
(13)
Generation
(12)
Learning Types Β· Machine Learning
(11)
Resources & Methods
(11)
Core Methods
(8)
Deep Learning
(4)
Security & Privacy
(4)
Differential Privacy
(4)
Learning Types Β· Deep Learning
(4)
Computer Science
(3)
Keywords
large language model
(11)
differential privacy
(8)
natural language processing
(6)
information retrieval
(5)
text classification
(5)
domain adaptation
(4)
retrieval-augmented generation
(4)
text summarization
(4)
evidence retrieval
(4)
text privatization
(3)
natural language inference
(3)
text rewriting
(3)
german language
(3)
knowledge graph
(3)
text generation
(3)
information extraction
(3)
claim verification
(3)
question answering
(3)
word embedding
(2)
privacy parameter
(2)
Papers
Beyond Grid Search: Leveraging Bayesian Optimization for Accelerating RAG Pipeline Optimization
EACL 2026
Text2Tabular β Reconstructing Tabular Research Data from Scientific Publications
ACL 2026
CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding
COLING 2025
Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge
ACL 2025
DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning
EMNLP 2025
Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models
EMNLP 2025
Investigating User Perspectives on Differentially Private Text Privatization
NAACL 2025
Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion
ACL 2025
Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees
EMNLP 2025
Natural Language Inference Fine-tuning for Scientific Hallucination Detection
ACL 2025
On the Impact of Noise in Differentially Private Text Rewriting
NAACL 2025
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems
NAACL 2025
Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning
NAACL 2025
With Privacy, Size Matters: On the Importance of Dataset Size in Differentially Private Text Rewriting
IJCNLP 2025
A Collocation-based Method for Addressing Challenges in Word-level Metric Differential Privacy
ACL 2024
A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation
EACL 2024
A Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking the Privacy-Utility Trade-off
COLING 2024
AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization
EMNLP 2024
AGB-DE: A Corpus for the Automated Legal Assessment of Clauses in German Consumer Contracts
ACL 2024
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification
EACL 2024
DP-MLM: Differentially Private Text Rewriting Using Masked Language Models
ACL 2024
Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components
ACL 2024
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking
COLING 2024
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval
NAACL 2024
MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering
ACL 2024
NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing
ACL 2024
Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting
EMNLP 2024
Towards Optimizing and Evaluating a Retrieval Augmented QA Chatbot using LLMs with Human-in-the-Loop
NAACL 2024
Scientific Fact-Checking: A Survey of Resources and Approaches
ACL 2023
Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports
SemEval 2023
A Decade of Knowledge Graphs in Natural Language Processing: A Survey
AACL 2022
Clause Topic Classification in German and English Standard Form Contracts
ACL 2022
Differential Privacy in Natural Language Processing: The Story So Far
NAACL 2022
Structured Extraction of Terms and Conditions from German and English Online Shops
ACL 2022
NLP for Consumer Protection: Battling Illegal Clauses in German Terms and Conditions in Online Shopping
ACL 2021
Summarization of German Court Rulings
EMNLP 2021