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Aishwarya Padmakumar

Amazon Alexa AI

19 papers hereh-index 14873 citations33 works total

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

author position
  • first author5
  • middle author12

Across the 17 of 19 papers where every author was matched, so the position is known.

fields
  • cs.CL10
  • cs.CV3
  • cs.LG2
  • cs.RO2
  • cs.CR1
  • cs.HC1
affiliations
  • Amazon Alexa AI
Homepage

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedImproving Grounded Natural Language Understanding through Human-Robot Dialog

35 citations · 50 across the 18 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.CR2026

Training a General Purpose Automated Red Teaming Model

Aishwarya Padmakumar, Leon Derczynski, Traian Rebedea +1

Automated methods for red teaming LLMs are an important tool to identify LLM vulnerabilities that may not be covered in static benchmarks, allowing for more thorough probing. They…

cs.LG2026

Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning

NVIDIA, :, Aakshita Chandiramani +544

We describe the pre-training, post-training, and quantization of Nemotron 3 Super, a 120 billion (active 12 billion) parameter hybrid Mamba-Attention Mixture-of-Experts model. Nemo…

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