Articles by Albert Yu
Computer Science > Artificial Intelligence
LLMs are increasingly able to answer complex questions about enterprise-scale document collections. But evaluation is hard: companies don't want to share internal communications, and synthetic datasets have been overly simple. We present CorporateBench (CB), a human-validated multi-task Q&A benchmark whose scale approaches the conditions LLMs encounter in corporate communication networks, with evaluation corpora surpassing 230,000 documents.
Nuclear Power in the UK's 2025 Spending Review and Industrial Strategy: What Happened and What's Next? | JD Supra
On 11 June, the British Government delivered its Spending Review for 2025 (Spending Review).[1] Nuclear power featured as one of the cornerstone spending areas, with Chancellor Rachel Reeves describing the £30 billion in nuclear investments as a "commitment to our nuclear-powered future".[2] Following this, 23 June saw the publication of the UK's Modern Industrial Strategy and five of eight planned Industrial Sector Plans (including for the Clean Energy industry).
The cGAS/STING Pathway: Friend or Foe in Regulating Cardiomyopathy
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TRPM2 overactivation drives hyperlipidemia-induced dysfunction of myeloid cells and neurovascular units
Keywords TRPM2 hyperlipidemia oxLDL stroke myeloid cell activation endothelial dysfunction blood-brain-barrier damage BBB Introduction Hyperlipidemia is a prevalent condition affecting over 50%–70% of adults in the developed countries, with a significant proportion of patients having a poor management of their elevated blood lipid levels.1,2,3 This condition is strongly associated with many diseases, particularly myocardial infarction and ischemic stroke,4 the leading causes of disability and...
APAC Energy Pulse | JD Supra
The Asia-Pacific region has experienced some headwinds in the renewable energy sector (particularly offshore wind) in recent times. These headwinds take the form of, for example, higher devex and capex costs, inadequacy or lack of subsidy mechanisms and lukewarmness of policy makers. These have cast some doubt on the viability of certain projects in some markets to eventually reach FID.
FlyBox: A Flexible Open-Source Behavior Monitoring System
Abstract Over the past two decades, the vast majority of circadian behavior in Drosophila has been recorded in Drosophila Activity Monitor (DAM) boards. Though simple and robust, locomotor behavior recording via DAM boards can be prohibitively expensive, especially when taking incubator costs into consideration. Furthermore, their simplicity limits their experimental options and resolution. Here, we present the FlyBox: a simple, open-source benchtop locomotor activity recording system.
Unconditional Security using (Random) Anonymous Bulletin Board
Paper 2024/101 , Purdue University West Lafayette , ETH Zurich , Purdue University West Lafayette, Supra Research , Purdue University West Lafayette In a seminal work, Ishai et al. (FOCS–2006) studied the viability of designing unconditionally secure protocols for key agreement and secure multi-party computation (MPC) using an anonymous bulletin board (ABB) as a building block.
[2307.16382] Does fine-tuning GPT-3 with the OpenAI API leak personally-identifiable information?
[Submitted on 31 Jul 2023 ( v1 ), last revised 11 Apr 2024 (this version, v2)] Title:Does fine-tuning GPT-3 with the OpenAI API leak personally-identifiable information? View a PDF of the paper titled Does fine-tuning GPT-3 with the OpenAI API leak personally-identifiable information?, by Albert Yu Sun and 6 other authors View PDF HTML (experimental) Abstract:Machine learning practitioners often fine-tune generative pre-trained models like GPT-3 to improve model performance at specific tasks.
Author Correction: TRPM2 deficiency in mice protects against atherosclerosis by inhibiting TRPM2–CD36 inflammatory axis in macrophages - Nature Cardiovascular Research
Correction to: Nature Cardiovascular Research https://doi.org/10.1038/s44161-022-00027-7. Published online 28 March 2022. In the version of this article initially published, a preparation error led to the bands in Figure 5i becoming duplicates of Figure 4g. Figure 5i has been updated in the HTML and PDF versions of the article, while the source data remain correct.
Butt-seq: a new method for facile profiling of transcription
Albert D. Yu and Michael Rosbash Department of Biology, Howard Hughes Medical Institute, National Center for Behavioral Genomics, Brandeis University, Waltham, Massachusetts 02453, USA Corresponding author: rosbash{at}brandeis.edu Abstract A wide range of sequencing methods has been developed to assess nascent RNA transcription and resolve the single-nucleotide position of RNA polymerase genome-wide. These techniques are often burdened with high input material requirements and lengthy protocols.
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants
[Submitted on 27 Apr 2023 ( v1 ), last revised 3 Apr 2024 (this version, v2)] Title:CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants View a PDF of the paper titled CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants, by Albert Yu Sun and 3 other authors View PDF HTML (experimental) Abstract:A wave of new task-based virtual assistants has been fueled by increasingly powerful...
BuTT-Seq: a new method for facile profiling of transcription
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Nano‐LYTACs for Degradation of Membrane Proteins and Inhibition of CD24/Siglec‐10 Signaling Pathway
Adv. Sci. 2023, 10, 2300288 DOI: 10.1002/advs.202300288 In the originally published article there are errors in Figure 3D, Figure 4A, and Figure S3A. The correct Figure 3, Figure 4, and Figure S3 are reproduced below. This errors do not affect the results or conclusions of this article. The authors apologize for any inconvenience this may have caused. This correction has been approved by all co-authors.
Widespread post-transcriptional regulation of co-transmission
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SIM: Secure Interval Membership Testing and Applications to Secure Comparison
Paper 2022/1023 SIM: Secure Interval Membership Testing and Applications to Secure Comparison , Purdue University West Lafayette , Purdue University West Lafayette , Purdue University West Lafayette , Purdue University West Lafayette Abstract The offline-online model is a leading paradigm for practical secure multi-party computation (MPC) protocol design that has successfully reduced the overhead for several prevalent privacy-preserving computation functionalities common to diverse...
Alim I. Teves L. Li R. Mori Y. Tymianski M. Modulation of NMDAR subunit expression by TRPM2 channels regulates neuronal vulnerability to ischemic cell death. J. Neurosci. 2013; 33: 17264-17277https://doi.org/10.1523/JNEUROSCI.1729-13.2013 Bading H. Nuclear calcium signalling in the regulation of brain function. Nat. Rev. Neurosci. 2013; 14: 593-608https://doi.org/10.1038/nrn3531 Bayer K.U. De Koninck P. Leonard A.S. Hell J.W. Schulman H.
The Future of CTV Advertising: What Brands Need to Know
With chatter pointing to the fact that we are entering an endemic era globally, many brands and marketers are discussing how to make their ad budgets drive positive outcomes in what may be another tumultuous year ahead. As the number of CTV viewers continues to rise, so will ad spend; the latest projections forecast CTV advertising spend to grow by 23% in 2022. Linear and CTV buying models will converge in 2022.
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