Florian Schneider
18 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
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Deep Learning
(9)
Natural Language Processing
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Machine Learning
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Learning Types Β· Machine Learning
(6)
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Keywords
vision-language model
(6)
multimodal learning
(6)
low-resource language
(2)
discourse analysis
(2)
multilingual vision-language
(2)
benchmark dataset
(2)
foundation model
(2)
benchmark evaluation
(2)
vision-language task
(2)
image-text matching
(2)
zero-shot learning
(2)
multimodal dataset
(2)
retrieval-augmented generation
(2)
cross-modal retrieval
(2)
text-image retrieval
(2)
semantic search
(1)
parallel corpus
(1)
natural language processing
(1)
language modeling
(1)
computer vision
(1)
Papers
SoS: Analysis of Surface over Semantics in Multilingual Text-To-Image Generation
EACL 2026
Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model
ACL 2025
CollEX β A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections
ACL 2025
GIMMICK: Globally Inclusive Multimodal Multitask Cultural Knowledge Benchmarking
ACL 2025
Multilingual and Explainable Text Detoxification with Parallel Corpora
COLING 2025
MVL-SIB: A Massively Multilingual Vision-Language Benchmark for Cross-Modal Topical Matching
ACL 2025
Concept Over Time Analysis: Unveiling Temporal Patterns for Qualitative Data Analysis
NAACL 2024
Extending the Discourse Analysis Tool Suite with Whiteboards for Visual Qualitative Analysis
COLING 2024
M5 β A Diverse Benchmark to Assess the Performance of Large Multimodal Models Across Multilingual and Multicultural Vision-Language Tasks
EMNLP 2024
On Improving Repository-Level Code QA for Large Language Models
ACL 2024
VIDA: The Visual Incel Data Archive. A Theory-oriented Annotated Dataset To Enhance Hate Detection Through Visual Culture
NAACL 2024
Why do LLaVA Vision-Language Models Reply to Images in English?
EMNLP 2024
WISMIR3: A Multi-Modal Dataset to Challenge Text-Image Retrieval Approaches
ACL 2024
CodeAnno: Extending WebAnno with Hierarchical Document Level Annotation and Automation
EACL 2023
LT at SemEval-2023 Task 1: Effective Zero-Shot Visual Word Sense Disambiguation Approaches using External Knowledge Sources
SemEval 2023
The D-WISE Tool Suite: Multi-Modal Machine-Learning-Powered Tools Supporting and Enhancing Digital Discourse Analysis
ACL 2023
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays
AACL 2022
Towards Multi-Modal Text-Image Retrieval to improve Human Reading
NAACL 2021