Fabian David Schmidt

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Model Averaging

Top Venues

EMNLP/IJCNLP (3)

Publications

Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa
Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining Tasks. CoRR (2024)
Andreea Iana, Fabian David Schmidt, Goran Glavas, Heiko Paulheim
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation. CoRR (2024)
Fabian David Schmidt, Philipp Borchert, Ivan Vulic, Goran Glavas
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages. CoRR (2024)
Minh Duc Bui, Fabian David Schmidt, Goran Glavas, Katharina von der Wense
Knowledge Distillation vs. Pretraining from Scratch under a Fixed (Computation) Budget. CoRR (2024)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging. CoRR (2023)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer. EMNLP (Findings) (2023)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging. ACL (1) (2023)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging For Cross-Lingual Transfer. CoRR (2023)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
Don't Stop Fine-Tuning: On Training Regimes for Few-Shot Cross-Lingual Transfer with Multilingual Language Models. EMNLP (2022)
Fabian David Schmidt, Ivan Vulic, Goran Glavas
SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition. EMNLP (2022)
Fabian David Schmidt, Markus Dietsche, Simone Paolo Ponzetto, Goran Glavas
SEAGLE: A Platform for Comparative Evaluation of Semantic Encoders for Information Retrieval. EMNLP/IJCNLP (3) (2019)