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researcher

Harri Valpola

16 papers hereh-index 2711k citations98 works total

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

author position
  • sole author1
  • middle author8
  • last author7

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

fields
  • cs.LG5
  • cs.NE5
  • cs.AI1
  • cs.CL1
  • cs.CV1
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedMean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results

1.6k citations · 2.2k across the 16 of their papers we have counts for

collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2024

Efficient Knowledge Injection in LLMs via Self-Distillation

Kalle Kujanpää, Pekka Marttinen, Harri Valpola +1

In many practical applications, large language models (LLMs) need to acquire new knowledge not present in their pre-training data. Efficiently leveraging this knowledge usually rel…

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