Arne Binder

4 papers · 2022–2025 · 3 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 · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

ACL (2) AACL (1) NAACL (1)

Top co-authors

Leonhard Hennig (4) Simon Ostermann (2) Tatiana Anikina (2) Josef van Genabith (1) Christoph Alt (1) Sebastian Möller (1) Stalin Varanasi (1) Jonas Mikkelsen (1) Bhuvanesh Verma (1) David Harbecke (1)

Research topics

Machine Learning (3) Natural Language Processing (3) Artificial Intelligence (2) Deep Learning (2) Applications (2) Core Methods (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Understanding (2) Application Areas (1) Core AI (1) Learning Paradigms (1)

Keywords

representation learning (1) contrastive learning (1) few-shot learning (1) transfer learning (1) text classification (1) argument mining (1) knowledge transfer (1) data augmentation (1) named entity recognition (1) coreference resolution (1) low-resource learning (1) continual pre-training (1) pre-trained language model (1) relation classification (1) low-resource setting (1) dialogue system (1) task embedding (1) fine tuning (1) argumentation mining (1) low-resource scenario (1)

Papers

Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025 DFKI-MLST at DialAM-2024 Shared Task: System Description ACL 2024 A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition ACL 2022 Full-Text Argumentation Mining on Scientific Publications AACL 2022