Search Results for author: Ravneet Arora

Found 4 papers, 1 papers with code

Learning Rich Representation of Keyphrases from Text

1 code implementation Findings (NAACL) 2022 Mayank Kulkarni, Debanjan Mahata, Ravneet Arora, Rajarshi Bhowmik

In the discriminative setting, we introduce a new pre-training objective - Keyphrase Boundary Infilling with Replacement (KBIR), showing large gains in performance (upto 8. 16 points in F1) over SOTA, when the LM pre-trained using KBIR is fine-tuned for the task of keyphrase extraction.

Abstractive Text Summarization Keyphrase Extraction +6

Identifying Named Entities as they are Typed

no code implementations EACL 2021 Ravneet Arora, Chen-Tse Tsai, Daniel Preotiuc-Pietro

However, the typical experimental setup for evaluating Named Entity Recognition (NER) systems is not directly applicable to systems that process text in real time as the text is being typed.

named-entity-recognition Named Entity Recognition +2

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