Fabio Barth

4 papers · 2022–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

🧭 Keyword Pioneer

Venues

ACL (1) EMNLP (1) NAACL (1) NeurIPS (1)

Top co-authors

Pedro Ortiz Suarez (2) Patrick Haller (2) Jonas Golde (2) Georg Rehm (2) Malte Ostendorff (2) Rosaline Su (1) Vivien Macketanz (1) Shushen Manakhimova (1) Alison Callahan (1) Debajyoti Datta (1)

Research topics

Artificial Intelligence (3) Natural Language Processing (3) Machine Learning (2) Learning Paradigms (2) Learning Types (2) Resources & Methods (2) Deep Learning (1) Healthcare & Medicine (1) Applications (1) Core AI (1) Models (1) Research (1) Understanding (1)

Keywords

large language model (3) instruction tuning (2) named entity recognition (2) zero-shot learning (2) label shift (1) semantic similarity (1) continual pre-training (1) table understanding (1) synthetic training data (1) scientific data (1) biomedical natural language processing (1) cross-domain evaluation (1) zero-shot named entity recognition (1) biomedical language (1) few-shot learning (1) machine translation (1) multimodal learning (1)

Papers

Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data NAACL 2025 Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data ACL 2025 Occiglot at WMT24: European Open-source Large Language Models Evaluated on Translation EMNLP 2024 BigBio: A Framework for Data-Centric Biomedical Natural Language Processing NeurIPS 2022