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Gabriel Pereyra

5 papers hereh-index 52.3k citations8 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.LG1
  • cs.NE1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedRegularizing Neural Networks by Penalizing Confident Output Distributions

376 citations · 612 across the 4 of their papers we have counts for

collaborators
Showing cs.CLShow all

2 papers · 1 filter

cs.CL2023

BLESS: Benchmarking Large Language Models on Sentence Simplification

Tannon Kew, Alison Chi, Laura Vásquez-Rodríguez +4

We present BLESS, a comprehensive performance benchmark of the most recent state-of-the-art large language models (LLMs) on the task of text simplification (TS). We examine how wel…

cs.CL2023★ 85 cited

OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization

Srinivasan Iyer, Xi Victoria Lin, Ramakanth Pasunuru +15

Recent work has shown that fine-tuning large pre-trained language models on a collection of tasks described via instructions, a.k.a. instruction-tuning, improves their zero and few…

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