Rachael Tatman

Check if the Title of a Package is Available, Appropriate and Interesting [R package available version 1.0.5]

Carl Ganz, Gábor Csárdi, Jim Hester, Molly Lewis et autres

Why ASR + NLP isn't enough for commercial language technology

Rachael Tatman

With an increasing commercial demand for speech interfaces to be integrated into language technology, many technologists have made an unfortunate discovery: combining existing automatic speech recognition (ASR) and natural language processing (NLP) systems often leads to disappointing results. This talk will discuss …

Same data, different conclusions: Radical dispersion in empirical results when independent analysts operationalize and test the same hypothesis

Martin Schweinsberg, Michael B. Feldman, Nicola Staub, Olmo R. van den Akker et autres

In this crowdsourced initiative, independent analysts used the same dataset to test two hypotheses regarding the effects of scientists’ gender and professional status on verbosity during group meetings. Not only the analytic approach but also the operationalizations of key variables were left …

de, ch, nl, us, cn, fr, gb, in, jp, il, sg, se, ca, nz, br, es, be, dk, cz, tr, at (code pays fourni par la source)

Going Beyond T-SNE: Exposing \texttt{whatlies} in Text Embeddings

Vincent Damian Warmerdam, Thomas Kober, Rachael Tatman

We introduce whatlies, an open source toolkit for visually inspecting word and sentence embeddings. The project offers a unified and extensible API with current support for a range of popular embedding backends including spaCy, tfhub, huggingface transformers, gensim, fastText and BytePair embeddings. …

Going Beyond T-SNE: Exposing whatlies in Text Embeddings

Vincent Damian Warmerdam, Thomas Kober, Rachael Tatman

We introduce whatlies, an open source toolkit for visually inspecting word and sentence embeddings.The project offers a unified and extensible API with current support for a range of popular embedding backends including spaCy, tfhub, huggingface transformers, gensim, fastText and BytePair embeddings.The package …

Check if the Title of a Package is Available, Appropriate and Interesting [R package available version 1.0.4]

Carl Ganz, Gábor Csárdi, Jim Hester, Molly Lewis et autres

Setting Up Your Public Data for Success

Rachael Tatman

If you have gone to all the trouble of preparing your data and releasing it to the public, you probably want people to actually use it! In this talk, I draw on lessons we have learned on Kaggle`s public data platform to …

A Practical Taxonomy of Reproducibility for Machine Learning Research

Rachael Tatman, Jake Vanderplas, Sohier Dane

available: Check if the Title of a Package is Available, Appropriate and Interesting

Carl Ganz, Gábor Csárdi, Jim Hester, Molly Lewis et autres

Check if a given package name is available to use. It checks the name's validity. Checks if it is used on 'GitHub', 'CRAN' and 'Bioconductor'. Checks for unintended meanings by querying 'Wiktionary' and Wikipedia.

Effects of Talker Dialect, Gender & Race on Accuracy of Bing Speech and YouTube Automatic Captions

Rachael Tatman, Conner Kasten

Modeling the Perceptual Learning of Novel Dialect Features

Rachael Tatman

Thesis (Ph.D.)--University of Washington, 2017-06

“He maybe did” or “He may be dead”? The use of acoustic and social cues in applying perceptual learning of a new dialect

Rachael Tatman

When learning to recognize words a new dialect, listeners rely on both acoustics (Norris, McQueen, & Cutler 2003) and extra-linguistic social cues (Kraljic, Brennan, & Samuel 2008). This study investigates how listeners use both acoustic and social information after exposure to a …

us (code pays fourni par la source)