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Gerard de Melo

Hasso Plattner Institute

70 papers hereh-index 4613.4k citations254 works total

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

author position
  • middle author28
  • last author38

Across the 66 of 70 papers where every author was matched, so the position is known.

fields
  • cs.CL31
  • cs.CV18
  • cs.IR8
  • cs.AI5
  • cs.LG5
  • q-fin.ST2
affiliations
  • Hasso Plattner Institute
  • University of Potsdam
Homepage
same name
  • Gerard de Melo — 6 papers, h 2
  • Gerard de Melo — 5 papers, h 2
  • Gerard de Melo — 4 papers, h 3
  • Gerard de Melo — 3 papers
  • Gerard de Melo — 3 papers, h 4
  • Gerard de Melo — 1 paper

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
20162026
most citedBeyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

565 citations · 1.4k across the 55 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

2 papers · 2 filters

cs.LG2024

I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token

Roi Cohen, Konstantin Dobler, Eden Biran +1

Large Language Models are known to capture real-world knowledge, allowing them to excel in many downstream tasks. Despite recent advances, these models are still prone to what are…

cs.LG2024★ 18 cited

On the Challenges and Opportunities in Generative AI

Laura Manduchi, Clara Meister, Kushagra Pandey +23

The field of deep generative modeling has grown rapidly in the last few years. With the availability of massive amounts of training data coupled with advances in scalable unsupervi…

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