Zobrazeno 1 - 10
of 1 996
pro vyhledávání: '"Eshwar, A"'
Autor:
Koshy, Vinay, Choi, Frederick, Chiang, Yi-Shyuan, Sundaram, Hari, Chandrasekharan, Eshwar, Karahalios, Karrie
Research into community content moderation often assumes that moderation teams govern with a single, unified voice. However, recent work has found that moderators disagree with one another at modest, but concerning rates. The problem is not the root
Externí odkaz:
http://arxiv.org/abs/2410.23448
Large language models (LLMs) have shown promise in many natural language understanding tasks, including content moderation. However, these models can be expensive to query in real-time and do not allow for a community-specific approach to content mod
Externí odkaz:
http://arxiv.org/abs/2410.13155
A major task for moderators of online spaces is norm-setting, essentially creating shared norms for user behavior in their communities. Platform design principles emphasize the importance of highlighting norm-adhering examples and explicitly stating
Externí odkaz:
http://arxiv.org/abs/2410.13036
Social media platform design often incorporates explicit signals of positive feedback. Some moderators provide positive feedback with the goal of positive reinforcement, but are often unsure of their ability to actually influence user behavior. Despi
Externí odkaz:
http://arxiv.org/abs/2409.20410
Autor:
Bajpai, Tanvi, Chandrasekharan, Eshwar
There are three common stages in the moderation process employed by platforms like Reddit: rule creation, reporting/triaging, and report resolution. While the first two stages are well-studied in HCI, the third stage remains under-explored. Directly
Externí odkaz:
http://arxiv.org/abs/2409.16840
Reinforcement learning has traditionally been studied with exponential discounting or the average reward setup, mainly due to their mathematical tractability. However, such frameworks fall short of accurately capturing human behavior, which has a bia
Externí odkaz:
http://arxiv.org/abs/2409.10583
There has been substantial recent concern that pricing algorithms might learn to ``collude.'' Supra-competitive prices can emerge as a Nash equilibrium of repeated pricing games, in which sellers play strategies which threaten to punish their competi
Externí odkaz:
http://arxiv.org/abs/2409.03956
Autor:
Eshwar, S. R., Felipe, Lucas Lopes, Reiffers-Masson, Alexandre, Menasché, Daniel Sadoc, Thoppe, Gugan
Load balancing and auto scaling are at the core of scalable, contemporary systems, addressing dynamic resource allocation and service rate adjustments in response to workload changes. This paper introduces a novel model and algorithms for tuning load
Externí odkaz:
http://arxiv.org/abs/2406.14141
A graph $G = (V, E)$ is said to be word-representable if a word $w$ can be formed using the letters of the alphabet $V$ such that for every pair of vertices $x$ and $y$, $xy \in E$ if and only if $x$ and $y$ alternate in $w$. A \textit{semi-transitiv
Externí odkaz:
http://arxiv.org/abs/2406.03168
Autor:
Trudeau, A., Gonzalez, Anthony H., Thongkham, K., Lee, Kyoung-Soo, Alberts, Stacey, Brodwin, M., Connor, Thomas, Eisenhardt, Peter R. M., Moravec, Emily, Puvvada, Eshwar, Stanford, S. A.
The evolution of galaxies depends on their masses and local environments; understanding when and how environmental quenching starts to operate remains a challenge. Furthermore, studies of the high-redshift regime have been limited to massive cluster
Externí odkaz:
http://arxiv.org/abs/2406.03633