Marc Felix Brinner

12 papers A* 2Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficient Scientific Full Text Classification: The Case of EICAT Impact Assessments.
CoRR
Marc Felix Brinner, Sina Zarrieß
2025 — conf
Enhancing Domain-Specific Encoder Models with LLM-Generated Data: How to Leverage Ontologies, and How to Do Without Them.
EMNLP (Findings)
Marc Felix Brinner, Tarek Al Mustafa, Sina Zarrieß
2025 J jnl
Enhancing Domain-Specific Encoder Models with LLM-Generated Data: How to Leverage Ontologies, and How to Do Without Them.
CoRR
Marc Felix Brinner, Tarek Al Mustafa, Sina Zarrieß
2025 J jnl
Model Interpretability and Rationale Extraction by Input Mask Optimization.
CoRR
Marc Felix Brinner, Sina Zarriess
2025 J jnl
Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training.
CoRR
Marc Felix Brinner, Sina Zarrieß
2025 J jnl
SemCSE-Multi: Multifaceted and Decodable Embeddings for Aspect-Specific and Interpretable Scientific Domain Mapping.
CoRR
Marc Felix Brinner, Sina Zarrieß
2025 A* conf
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts.
EMNLP
Marc Felix Brinner, Sina Zarrieß
2025 J jnl
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts.
CoRR
Marc Felix Brinner, Sina Zarriess
2024 — conf
Natural Language Hypotheses in Scientific Papers and How to Tame Them - Suggested Steps for Formalizing Complex Scientific Claims.
RATIO
Tina Heger, Alsayed Algergawy, Marc Felix Brinner, Jonathan M. Jeschke, Birgitta König-Ries, Daniel Mietchen, Sina Zarrieß
2024 A* conf
Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training.
EMNLP
Marc Felix Brinner, Sina Zarrieß
2024 — conf
Weakly Supervised Claim Localization in Scientific Abstracts.
RATIO
Marc Felix Brinner, Sina Zarrieß, Tina Heger
2023 — conf
Model Interpretability and Rationale Extraction by Input Mask Optimization.
ACL (Findings)
Marc Felix Brinner, Sina Zarrieß