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researcher

Clara Vania

Amazon

14 papers hereh-index 161.9k citations32 works total

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

author position
  • first author4
  • middle author9
  • last author1

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.CL14
affiliations
  • Amazon
Homepage
same name
  • Clara Vania — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedIntermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?

53 citations · 97 across the 10 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.CL2022★ 10 cited

Endowing Language Models with Multimodal Knowledge Graph Representations

Ningyuan Huang, Yash R. Deshpande, Yibo Liu +4

We propose a method to make natural language understanding models more parameter efficient by storing knowledge in an external knowledge graph (KG) and retrieving from this KG usin…

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