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Ravneet Arora

2 accepted papers

2022

Learning Rich Representation of Keyphrases from Text

NAACL 2022findings

In this work, we explore how to train task-specific language models aimed towards learning rich representation of keyphrases from text documents. We experiment with different masking strategies for pre-training transformer language models (LMs) in discriminative as well as generative settings. In th…

2021

On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly Articles

NAACL 2021long

In this paper, we study the importance of context in predicting the citation worthiness of sentences in scholarly articles. We formulate this problem as a sequence labeling task solved using a hierarchical BiLSTM model. We contribute a new benchmark dataset containing over two million sentences and…