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researcher

R. Frederking

3 papers hereh-index 231.8k citations90 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20132020
most citedSupervised Topical Key Phrase Extraction of News Stories using Crowdsourcing, Light Filtering and Co-reference Normalization

36 citations · 63 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2020★ 1 cited

Transition-Based Dependency Parsing using Perceptron Learner

Rahul Radhakrishnan Iyer, Miguel Ballesteros, Chris Dyer +1

Syntactic parsing using dependency structures has become a standard technique in natural language processing with many different parsing models, in particular data-driven models th…

cs.LG2019★ 26 cited

RWR-GAE: Random Walk Regularization for Graph Auto Encoders

Vaibhav, Po-Yao Huang, Robert Frederking

Node embeddings have become an ubiquitous technique for representing graph data in a low dimensional space. Graph autoencoders, as one of the widely adapted deep models, have been…

cs.CL2013★ 36 cited

Supervised Topical Key Phrase Extraction of News Stories using Crowdsourcing, Light Filtering and Co-reference Normalization

Luis Marujo, Anatole Gershman, Jaime Carbonell +2

Fast and effective automated indexing is critical for search and personalized services. Key phrases that consist of one or more words and represent the main concepts of the documen…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.