172 citations · 253 across the 12 of their papers we have counts for
Showing 2019Show all
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cs.CL2019★ 172 cited
Span-based Joint Entity and Relation Extraction with Transformer Pre-training
Markus Eberts, Adrian Ulges
We introduce SpERT, an attention model for span-based joint entity and relation extraction. Our key contribution is a light-weight reasoning on BERT embeddings, which features enti…
cs.IR2019
Hamming Sentence Embeddings for Information Retrieval
Felix Hamann, Nadja Kurz, Adrian Ulges
In retrieval applications, binary hashes are known to offer significant improvements in terms of both memory and speed. We investigate the compression of sentence embeddings using…
cs.AI2019★ 79 cited
An Open-World Extension to Knowledge Graph Completion Models
Haseeb Shah, Johannes Villmow, Adrian Ulges +2
We present a novel extension to embedding-based knowledge graph completion models which enables them to perform open-world link prediction, i.e. to predict facts for entities unsee…