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researcher

Carl N. Edwards

17 papers hereh-index 12892 citations25 works total

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

author position
  • first author6
  • middle author10

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.AI6
  • cs.CL5
  • cs.LG4
  • eess.SP1
  • physics.chem-ph1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedTranslation between Molecules and Natural Language

32 citations · 64 across the 16 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CL2022★ 32 cited

Translation between Molecules and Natural Language

Carl Edwards, Tuan Lai, Kevin Ros +3

We present MolT5 − a self-supervised learning framework for pretraining models on a vast amount of unlabeled natural language text and molecule strings. $\textbf{MolT5…

cs.CL2022

Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention

Carl Edwards, Heng Ji

Most event extraction methods have traditionally relied on an annotated set of event types. However, creating event ontologies and annotating supervised training data are expensive…

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