Search Results for author: Manasa Bharadwaj

Found 3 papers, 1 papers with code

GPT-DETOX: An In-Context Learning-Based Paraphraser for Text Detoxification

no code implementations3 Apr 2024 Ali Pesaranghader, Nikhil Verma, Manasa Bharadwaj

In this paper, we propose GPT-DETOX as a framework for prompt-based in-context learning for text detoxification using GPT-3. 5 Turbo.

In-Context Learning

Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval

2 code implementations1 Aug 2023 Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Armin Toroghi, Anton Korikov, Ali Pesaranghader, Touqir Sajed, Manasa Bharadwaj, Borislav Mavrin, Scott Sanner

Experimental results show that Late Fusion contrastive learning for Neural RIR outperforms all other contrastive IR configurations, Neural IR, and sparse retrieval baselines, thus demonstrating the power of exploiting the two-level structure in Neural RIR approaches as well as the importance of preserving the nuance of individual review content via Late Fusion methods.

Contrastive Learning Information Retrieval +2

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