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Manasa Bharadwaj

3 accepted papers

2024

Personal Large Language Model Agents: A Case Study on Tailored Travel Planning

EMNLP 2024industry

Large Language Models (LLMs) have made significant progress, becoming more autonomous and capable of handling real-world tasks through their access to tools, various planning strategies, and memory, referred to as LLM agents. One emerging area of focus is customizing these models to cater to individ…

Cited by 8SourcePDFScholar
2023

COUNT: COntrastive UNlikelihood Text Style Transfer for Text Detoxification

EMNLP 2023short findings

Offensive and toxic text on social media platforms can lead to polarization and divisiveness within online communities and hinders constructive dialogue. Text detoxification is a crucial task in natural language processing to ensure the generation of non-toxic and safe text. Text detoxification is a…

Cited by 0SourceScholar
2023

DiffuDetox: A Mixed Diffusion Model for Text Detoxification

ACL 2023findings

Text detoxification is a conditional text generation task aiming to remove offensive content from toxic text. It is highly useful for online forums and social media, where offensive content is frequently encountered. Intuitively, there are diverse ways to detoxify sentences while preserving their me…