Fabian David Schmidt

27 papers A* 2B 1C 1Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
LLM2Vec-Gen: Generative Embeddings from Large Language Models.
CoRR
Parishad BehnamGhader, Vaibhav Adlakha, Fabian David Schmidt, Nicolas Chapados, Marius Mosbach, Siva Reddy
2025 — conf
BABELEDITS: A Benchmark and a Modular Approach for Robust Cross-lingual Knowledge Editing of Large Language Models.
ACL (Findings)
Tommaso Green, Félix Gaschi, Fabian David Schmidt, Simone Paolo Ponzetto, Goran Glavas
2025 J jnl
Fleurs-SLU: A Massively Multilingual Benchmark for Spoken Language Understanding.
CoRR
Fabian David Schmidt, Ivan Vulic, Goran Glavas, David Ifeoluwa Adelani
2025 — conf
MVL-SIB: A Massively Multilingual Vision-Language Benchmark for Cross-Modal Topical Matching.
ACL (Findings)
Fabian David Schmidt, Florian Schneider, Chris Biemann, Goran Glavas
2025 J jnl
MVL-SIB: A Massively Multilingual Vision-Language Benchmark for Cross-Modal Topical Matching.
CoRR
Fabian David Schmidt, Florian Schneider, Chris Biemann, Goran Glavas
2025 — conf
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-Lingual News Recommendation.
ECIR (2)
Andreea Iana, Fabian David Schmidt, Goran Glavas, Heiko Paulheim
2025 — conf
On Generalization across Measurement Systems: LLMs Entail More Test-Time Compute for Underrepresented Cultures.
ACL (1)
Minh Duc Bui, Kyung Eun Park, Goran Glavas, Fabian David Schmidt, Katharina von der Wense
2025 J jnl
On Generalization across Measurement Systems: LLMs Entail More Test-Time Compute for Underrepresented Cultures.
CoRR
Minh Duc Bui, Kyung Eun Park, Goran Glavas, Fabian David Schmidt, Katharina von der Wense
2025 J jnl
On the Potential of Large Language Models to Solve Semantics-Aware Process Mining Tasks.
CoRR
Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa
2025 J jnl
On the potential of large language models to solve semantics-aware process mining tasks.
Process Sci.
Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa
2025 — conf
ReCoVeR the Target Language: Language Steering without Sacrificing Task Performance.
EMNLP (Findings)
Hannah Sterz, Fabian David Schmidt, Goran Glavas, Ivan Vulic
2025 J jnl
ReCoVeR the Target Language: Language Steering without Sacrificing Task Performance.
CoRR
Hannah Sterz, Fabian David Schmidt, Goran Glavas, Ivan Vulic
2025 C conf
mSTEB: Massively Multilingual Evaluation of LLMs on Speech and Text Tasks.
ASRU
Luel Hagos Beyene, Vivek Verma, Min Ma, Jesujoba O. Alabi, Fabian David Schmidt, Joyce Nakatumba-Nabende, David Ifeoluwa Adelani
2025 J jnl
mSTEB: Massively Multilingual Evaluation of LLMs on Speech and Text Tasks.
CoRR
Luel Hagos Beyene, Vivek Verma, Min Ma, Jesujoba O. Alabi, Fabian David Schmidt, Joyce Nakatumba-Nabende, David Ifeoluwa Adelani
2024 B conf
Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining Tasks.
ICPM
Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa
2024 J jnl
Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining Tasks.
CoRR
Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa
2024 J jnl
Knowledge Distillation vs. Pretraining from Scratch under a Fixed (Computation) Budget.
CoRR
Minh Duc Bui, Fabian David Schmidt, Goran Glavas, Katharina von der Wense
2024 J jnl
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation.
CoRR
Andreea Iana, Fabian David Schmidt, Goran Glavas, Heiko Paulheim
2024 — conf
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages.
EMNLP (Findings)
Fabian David Schmidt, Philipp Borchert, Ivan Vulic, Goran Glavas
2024 J jnl
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages.
CoRR
Fabian David Schmidt, Philipp Borchert, Ivan Vulic, Goran Glavas
2023 — conf
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging.
ACL (1)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
2023 J jnl
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging.
CoRR
Fabian David Schmidt, Ivan Vulic, Goran Glavas
2023 J jnl
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual Transfer.
CoRR
Fabian David Schmidt, Ivan Vulic, Goran Glavas
2023 — conf
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer.
EMNLP (Findings)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
2022 A* conf
Don't Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models.
EMNLP
Fabian David Schmidt, Ivan Vulic, Goran Glavas
2022 A* conf
SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition.
EMNLP
Fabian David Schmidt, Ivan Vulic, Goran Glavas
2019 — conf
SEAGLE: A Platform for Comparative Evaluation of Semantic Encoders for Information Retrieval.
EMNLP/IJCNLP (3)
Fabian David Schmidt, Markus Dietsche, Simone Paolo Ponzetto, Goran Glavas