Zobrazeno 1 - 10
of 740
pro vyhledávání: '"SHAH, NIHAR"'
A large host of scientific journals and conferences solicit peer reviews from multiple reviewers for the same submission, aiming to gather a broader range of perspectives and mitigate individual biases. In this work, we reflect on the role of diversi
Externí odkaz:
http://arxiv.org/abs/2411.11437
Autor:
Goldberg, Alexander, Ullah, Ihsan, Khuong, Thanh Gia Hieu, Rachmat, Benedictus Kent, Xu, Zhen, Guyon, Isabelle, Shah, Nihar B.
Large language models (LLMs) represent a promising, but controversial, tool in aiding scientific peer review. This study evaluates the usefulness of LLMs in a conference setting as a tool for vetting paper submissions against submission standards. We
Externí odkaz:
http://arxiv.org/abs/2411.03417
The increasing volume of papers and proposals undergoing peer review emphasizes the pressing need for greater automation to effectively manage the growing scale. In this study, we present the deployment and evaluation of machine learning and optimiza
Externí odkaz:
http://arxiv.org/abs/2410.10009
Autor:
Shah, Nihar
In many online domains, Sybil networks -- or cases where a single user assumes multiple identities -- is a pervasive feature. This complicates experiments, as off-the-shelf regression estimators at least assume known network topologies (if not fully
Externí odkaz:
http://arxiv.org/abs/2408.17426
Autor:
Kuznetsov, Ilia, Afzal, Osama Mohammed, Dercksen, Koen, Dycke, Nils, Goldberg, Alexander, Hope, Tom, Hovy, Dirk, Kummerfeld, Jonathan K., Lauscher, Anne, Leyton-Brown, Kevin, Lu, Sheng, Mausam, Mieskes, Margot, Névéol, Aurélie, Pruthi, Danish, Qu, Lizhen, Schwartz, Roy, Smith, Noah A., Solorio, Thamar, Wang, Jingyan, Zhu, Xiaodan, Rogers, Anna, Shah, Nihar B., Gurevych, Iryna
The number of scientific articles produced every year is growing rapidly. Providing quality control over them is crucial for scientists and, ultimately, for the public good. In modern science, this process is largely delegated to peer review -- a dis
Externí odkaz:
http://arxiv.org/abs/2405.06563
Autor:
Rastogi, Charvi, Song, Xiangchen, Jin, Zhijing, Stelmakh, Ivan, Daumé III, Hal, Zhang, Kun, Shah, Nihar B.
Peer review often involves reviewers submitting their independent reviews, followed by a discussion among reviewers of each paper. A question among policymakers is whether the reviewers of a paper should be anonymous to each other during the discussi
Externí odkaz:
http://arxiv.org/abs/2403.01015
A major threat to the peer-review systems of computer science conferences is the existence of "collusion rings" between reviewers. In such collusion rings, reviewers who have also submitted their own papers to the conference work together to manipula
Externí odkaz:
http://arxiv.org/abs/2402.07860
Autor:
Goldberg, Alexander, Stelmakh, Ivan, Cho, Kyunghyun, Oh, Alice, Agarwal, Alekh, Belgrave, Danielle, Shah, Nihar B.
Is it possible to reliably evaluate the quality of peer reviews? We study this question driven by two primary motivations -- incentivizing high-quality reviewing using assessed quality of reviews and measuring changes to review quality in experiments
Externí odkaz:
http://arxiv.org/abs/2311.09497
Peer review frequently follows a process where reviewers first provide initial reviews, authors respond to these reviews, then reviewers update their reviews based on the authors' response. There is mixed evidence regarding whether this process is us
Externí odkaz:
http://arxiv.org/abs/2307.05443
Autor:
Rao, Rithvik, Shah, Nihar
Triangle fees are a novel fee structure for AMMs, in which marginal fees are decreasing in a trade's size. That decline is proportional to the movement in the AMM's implied price, i.e. for every basis point the trade moves the ratio of assets, the ma
Externí odkaz:
http://arxiv.org/abs/2306.17316