no code implementations • 22 Jan 2020 • Rahul Radhakrishnan Iyer, Miguel Ballesteros, Chris Dyer, Robert Frederking
Syntactic parsing using dependency structures has become a standard technique in natural language processing with many different parsing models, in particular data-driven models that can be trained on syntactically annotated corpora.
1 code implementation • 12 Aug 2019 • Vaibhav, Po-Yao Huang, Robert Frederking
Node embeddings have become an ubiquitous technique for representing graph data in a low dimensional space.
Ranked #2 on Graph Clustering on Pubmed
no code implementations • LREC 2014 • Lori Levin, Teruko Mitamura, Brian MacWhinney, Davida Fromm, Jaime Carbonell, Weston Feely, Robert Frederking, Anatole Gershman, Carlos Ramirez
The extraction rules operate on the output of a dependency parser and identify the grammatical configurations (such as a verb with a prepositional phrase complement) that are likely to contain conventional metaphors.
1 code implementation • LREC 2014 • Weston Feely, Mehdi Manshadi, Robert Frederking, Lori Levin
While many high-quality tools are available for analyzing major languages such as English, equivalent freely-available tools for important but lower-resourced languages such as Farsi are more difficult to acquire and integrate into a useful NLP front end.
1 code implementation • LREC 2012 • Luis Marujo, Anatole Gershman, Jaime Carbonell, Robert Frederking, João P. Neto
We also experimented with 2 forms of document pre-processing that we call light filtering and co-reference normalization.