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researcher

Mansi Rana

2 papers hereh-index 445 citations10 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL2

identity via Semantic Scholar / OpenAlex

most citedLightweight Safety Guardrails Using Fine-tuned BERT Embeddings

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2024

Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems

Mansi Rana, Kadri Hacioglu, Sindhuja Gopalan +1

Zero-shot slot filling is a well-established subtask of Natural Language Understanding (NLU). However, most existing methods primarily focus on single-turn text data, overlooking t…

cs.CL2024★ 1 cited

Lightweight Safety Guardrails Using Fine-tuned BERT Embeddings

Aaron Zheng, Mansi Rana, Andreas Stolcke

With the recent proliferation of large language models (LLMs), enterprises have been able to rapidly develop proof-of-concepts and prototypes. As a result, there is a growing need…

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