Researcher profile

Sabine Schulte im Walde

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Neural-based Noise Filtering from Word Embeddings

2016 · arXiv (Cornell University)

Word embeddings have been demonstrated to benefit NLP tasks impressively. Yet, there is room for improvement in the vector representations, because current word embeddings typically contain unnecessary information, i.e., noise. We propose two novel models …
A Systematic Search for Compound Semantics in Pretrained BERT Architectures

2023

To date, transformer-based models such as BERT have been less successful in predicting compositionality of noun compounds than static word embeddings. This is likely related to a suboptimal use of the encoded information, reflecting an …