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Anubrata Das

2 accepted papers

2025

On Localizing and Deleting Toxic Memories in Large Language Models

NAACL 2025findings

Warning: This paper contains offensive language.Ensuring that large language models (LLMs) do not generate harmful text is critical for their safe deployment. A common failure mode involves producing toxic responses to otherwise innocuous prompts. While various detoxification methods have been propo…

Cited by 0SourcePDFScholar
2022

ProtoTEx: Explaining Model Decisions with Prototype Tensors

ACL 2022long

We present ProtoTEx, a novel white-box NLP classification architecture based on prototype networks (Li et al., 2018). ProtoTEx faithfully explains model decisions based on prototype tensors that encode latent clusters of training examples. At inference time, classification decisions are based on the…