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researcher

N. Apostoloff

24 papers hereh-index 171.1k citations38 works total

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

author position
  • middle author9
  • last author15

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • cs.CL8
  • cs.LG7
  • cs.CV3
  • cs.SD2
  • eess.AS2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedFinding Experts in Transformer Models

15 citations · 36 across the 18 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.CL2024

Evaluating Gender Bias Transfer between Pre-trained and Prompt-Adapted Language Models

Natalie Mackraz, Nivedha Sivakumar, Samira Khorshidi +4

Large language models (LLMs) are increasingly being adapted to achieve task-specificity for deployment in real-world decision systems. Several previous works have investigated the…

cs.LG2024

Controlling Language and Diffusion Models by Transporting Activations

Pau Rodriguez, Arno Blaas, Michal Klein +4

The increasing capabilities of large generative models and their ever more widespread deployment have raised concerns about their reliability, safety, and potential misuse. To addr…

cs.CL2024

Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models

Xavier Suau, Pieter Delobelle, Katherine Metcalf +4

An important issue with Large Language Models (LLMs) is their undesired ability to generate toxic language. In this work, we show that the neurons responsible for toxicity can be d…

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