Sebastian Gehrmann - Researcher Profile

Publications

2 shown

LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks

Hendrik Strobelt , Sebastian Gehrmann , Hanspeter Pfister +1 more

Recurrent neural networks, and in particular long short-term memory (LSTM) networks, are a remarkably effective tool for sequence modeling that learn a dense black-box hidden re...

2017 IEEE Transactions on Visualization an... 345 citations

exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models

Benjamin Hoover , Hendrik Strobelt , Sebastian Gehrmann

Large language models can produce powerful contextual representations that lead to improvements across many NLP tasks. Since these models are typically guided by a sequence of l...

2019 arXiv (Cornell University) 47 citations

Frequent Co-Authors

Benjamin Hoover

Researcher Info

h-index: 2
Publications: 2
Citations: 392
Institution: Harvard University Press

External Links

ORCID Profile Google Scholar

Identifiers

ORCID: 0000-0002-8257-9516

Impact Metrics

h-index 2

h-index: Number of publications with at least h citations each.