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researcher

Purva Chiniya

6 papers hereh-index 5128 citations7 works total

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

author position
  • first author1
  • middle author4

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • cs.CR1
  • cs.SD1
  • eess.AS1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedLipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition

1 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing 2026 · cs.CLShow all

1 paper · 2 filters

cs.CL2026

Gradient-Controlled Decoding: A Safety Guardrail for LLMs with Dual-Anchor Steering

Purva Chiniya, Kevin Scaria, Sagar Chaturvedi

Large language models (LLMs) remain susceptible to jailbreak and direct prompt-injection attacks, yet the strongest defensive filters frequently over-refuse benign queries and degr…

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