Search Results for author: Preksha Patel

Found 1 papers, 0 papers with code

InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers

no code implementations8 Jan 2023 Leonid Boytsov, Preksha Patel, Vivek Sourabh, Riddhi Nisar, Sayani Kundu, Ramya Ramanathan, Eric Nyberg

Unlike InPars, InPars-light uses 7x-100x smaller ranking models and only a freely available language model BLOOM, which -- as we found out -- produced more accurate rankers compared to a proprietary GPT-3 model.

Language Modelling Re-Ranking +1

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