7.1k citations
- European Space Operations CentreDE11 papers
- European Space Astronomy CentreES9 papers
- Technical University of MunichDE9 papers
- Universität UlmDE8 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- Karlsruhe Institute of TechnologyDE7 papers
- University of StuttgartDE7 papers
- European Space Research and Technology CentreNL6 papers
- Technische Universität DresdenDE6 papers
- European Southern ObservatoryCL5 papers
- Osservatorio Astrofisico di TorinoIT5 papers
- Tsinghua UniversityCN5 papers
4 papers · 1 filter
GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model
Yunhe Pang, Bo Chen, Fanjin Zhang +3
Anomaly detection on text-rich graphs is widely prevalent in real life, such as detecting incorrectly assigned academic papers to authors and detecting bots in social networks. The…
CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain
Lukas Lange, Heike Adel, Jannik Strötgen +1
The field of natural language processing (NLP) has recently seen a large change towards using pre-trained language models for solving almost any task. Despite showing great improve…
NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection
Lukas Lange, Heike Adel, Jannik Strötgen
Named entity recognition has been extensively studied on English news texts. However, the transfer to other domains and languages is still a challenging problem. In this paper, we…
Neural Entity Summarization with Joint Encoding and Weak Supervision
Junyou Li, Gong Cheng, Qingxia Liu +4
In a large-scale knowledge graph (KG), an entity is often described by a large number of triple-structured facts. Many applications require abridged versions of entity descriptions…