Search Results for author: Sayar Ghosh Roy

Found 5 papers, 4 papers with code

ILCiteR: Evidence-grounded Interpretable Local Citation Recommendation

1 code implementation13 Mar 2024 Sayar Ghosh Roy, Jiawei Han

We contribute a novel dataset for the evidence-grounded local citation recommendation task and demonstrate the efficacy of our proposed conditional neural rank-ensembling approach for re-ranking evidence spans.

Citation Recommendation Re-Ranking

Summaformers @ LaySumm 20, LongSumm 20

1 code implementation10 Jan 2021 Sayar Ghosh Roy, Nikhil Pinnaparaju, Risubh Jain, Manish Gupta, Vasudeva Varma

Traditionally, various feature engineering and machine learning based systems have been proposed for extractive as well as abstractive text summarization.

Abstractive Text Summarization Feature Engineering

Task Adaptive Pretraining of Transformers for Hostility Detection

no code implementations9 Jan 2021 Tathagata Raha, Sayar Ghosh Roy, Ujwal Narayan, Zubair Abid, Vasudeva Varma

Identifying adverse and hostile content on the web and more particularly, on social media, has become a problem of paramount interest in recent years.

Binary Classification Classification +2

Leveraging Multilingual Transformers for Hate Speech Detection

1 code implementation8 Jan 2021 Sayar Ghosh Roy, Ujwal Narayan, Tathagata Raha, Zubair Abid, Vasudeva Varma

Our work leverages state of the art Transformer language models to identify hate speech in a multilingual setting.

feature selection General Classification +1

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