Prabhat Bharti
Prabhat Bharti
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Please be polite to your peers: a multi-task model for assessing the tone and objectivity of critiques of peer review comments
The peer-review process plays a pivotal role in maintaining the quality and credibility of scientific publications. However, in recent times, there has been an increase in unhelpful and overly critical reviews, which can be detrimental to the process. This surge in unconstructive reviews can be attributed to a higher volume of paper submissions and the inclusion of inexperienced reviewers.
Prabhat Kumar Bharti
,
Mayank Agarwal
,
Asif Ekbal
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PEERRec: An AI-based approach to automatically generate recommendations and predict decisions in peer review
One key frontier of artificial intelligence (AI) is the ability to comprehend research articles and validate their findings, posing a magnanimous problem for AI systems to compete with human intelligence and intuition. As a benchmark of research validation, the existing peer-review system still stands strong despite being criticized at times by many.
Prabhat Kumar Bharti
,
Tirthankar Ghosal
,
Mayank Agarwal
,
Asif Ekbal
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PolitePEER: does peer review hurt? A dataset to gauge politeness intensity in the peer reviews
Even though peer review is a central aspect of scientific communication, research shows that the process reveals a power imbalance. The position of the reviewer allows them to be harsh and intentionally offensive without being held accountable. It casts doubt on the integrity of the peer-review process and transforms it into an unpleasant and traumatic experience for authors. Accordingly, more effort should be given to provide critical and constructive feedback.
Prabhat Kumar Bharti
,
Meith Navlakha
,
Mayank Agarwal
,
Asif Ekbal
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Peer review analyze: A novel benchmark resource for computational analysis of peer reviews
Peer Review is at the heart of scholarly communications and the cornerstone of scientific publishing. However, academia often criticizes the peer review system as non-transparent, biased, arbitrary, a flawed process at the heart of science, leading to researchers arguing with its reliability and quality. These problems could also be due to the lack of studies with the peer-review texts for various proprietary and confidentiality clauses.
Prabhat Kumar Bharti
,
Sandeep Kumar
,
Tirthankar Ghosal
,
Asif Ekbal
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