no code implementations • 24 Apr 2024 • John Bauer, Chloe Kiddon, Eric Yeh, Alex Shan, Christopher D. Manning
Searching dependency graphs and manipulating them can be a time consuming and challenging task to get right.
no code implementations • 20 Apr 2024 • Alexander Shan, John Bauer, Riley Carlson, Christopher Manning
We test widely used NER toolkits and transformer models, including models using the pre-trained contextual models RoBERTa and ELECTRA, on three datasets: a commonly used British English newswire dataset, CoNLL 2003, a more American focused dataset OntoNotes, and our global dataset.
no code implementations • LREC 2014 • Natalia Silveira, Timothy Dozat, Marie-Catherine de Marneffe, Samuel Bowman, Miriam Connor, John Bauer, Chris Manning
This resource addresses the lack of a gold standard dependency treebank for English, as well as the limited availability of gold standard syntactic annotations for English informal text genres.