Search Results for author: Sayani Kundu

Found 3 papers, 2 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

Exploring Hate Speech Detection with HateXplain and BERT

1 code implementation9 Aug 2022 Arvind Subramaniam, Aryan Mehra, Sayani Kundu

We tune BERT to perform this task in the form of rationales and class prediction, and compare our performance on different metrics spanning across accuracy, explainability and bias.

Hate Speech Detection

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