Jimmy Wang

Unsupervised Confidence Calibration for Reasoning LLMs from a Single Generation

Thomas Zollo, Jimmy Wang, Richard Zemel

Reasoning language models can solve increasingly complex tasks, but struggle to produce the calibrated confidence estimates necessary for reliable deployment. Existing calibration methods usually depend on labels or repeated sampling at inference time, making them impractical in many settings. We introduce a …

Unsupervised Confidence Calibration for Reasoning LLMs from a Single Generation

Thomas Zollo, Jimmy Wang, Richard Zemel

Reasoning language models can solve increasingly complex tasks, but struggle to produce the calibrated confidence estimates necessary for reliable deployment. Existing calibration methods usually depend on labels or repeated sampling at inference time, making them impractical in many settings. We introduce a …

us (code pays fourni par la source)

DrP: Meta's Efficient Investigations Platform at Scale

Shubham Somani, Vanish Talwar, Eduardo Pérez Hernández, Jimmy Wang et autres

Investigations are a significant step in the operational workflows for large scale systems across multiple domains such as services, data, AI/ML, mobile. Investigation processes followed by on-call engineers are often manual or rely on ad-hoc scripts. This leads to inefficient investigations resulting …

Clinical Response Among Participants with Warts in the Phase 3 Trial, Mavorixafor, an Oral CXCR4 Antagonist, for Treatment of Patients with WHIM Syndrome

Teresa K. Tarrant, Deborah Steiner, Xiaoxi Li, Jimmy Wang et autres

Background Warts, hypogammaglobulinemia, infections, and myelokathexis (WHIM) syndrome, a rare, combined primary immunodeficiency disorder caused by hyperactive CXCR4 signaling, leads to impaired leukocyte egress from bone marrow into peripheral blood. Among the variable multisystem manifestations, individuals are highly susceptible to recalcitrant warts. …

us, fr (code pays fourni par la source)

Adaptive Elicitation of Latent Information Using Natural Language

Jimmy Wang, Thomas P. Zollo, Richard S. Zemel, Hongseok Namkoong

Eliciting information to reduce uncertainty about a latent entity is a critical task in many application domains, e.g., assessing individual student learning outcomes, diagnosing underlying diseases, or learning user preferences. Though natural language is a powerful medium for this purpose, large language …

Thermally Hazardous 1,3-Dioxolane Coupling Reaction Required for a Pharmaceutical Candidate Starting Material, Made Safer by Employing Process Safety Data as Key Design of Experiments Output Variables

James Freeman Clarke, Doug Farr, Jimmy Wang, Heather Ingram et autres

The optimization of a ruthenium-catalyzed catechol, terminal-alkyne coupling reaction to form a key benzodioxolane intermediate toward Lotiglipron is described. This transformation required the use of 3-butyn-2-ol, a valuable yet thermally hazardous reagent. Manual reaction condition optimization delivered a good yield but a …

gb (code pays fourni par la source)

36.1 A 32Gb/s 10.5Tb/s/mm 0.6pJ/b UCIe-Compliant Low-Latency Interface in 3nm Featuring Matched-Delay for Dynamic Clock Gating

Mu-Shan Lin, Chien-Chun Tsai, Shenggao Li, Wei‐Chih Chen et autres

Demand for chiplet integration using 2.5D or 3D packaging has surged due to the AI/MLdriven growth in computing performance. Universal Chiplet Interconnect Express (UCIe) has been developed to standardize chiplet interconnects, focusing on bandwidth density, energy efficiency, and latency. Dynamic clock gating …

tw, us, cn (code pays fourni par la source)

A Solution for Public Cloud Accessibility from Private Networks

Quincy Wu, Jimmy Wang

tw, us (code pays fourni par la source)

Subtractive Ruthenium Interconnects with Airgap

Ananya Dutta, Christopher J. Jezewski, Saima Siddiqui, Ian S. Jenkins et autres

Subtractive ruthenium interconnects are being researched as a metallization scheme to replace damascene Cu in tight pitch interconnect layers. Its main advantages are better resistance scalability than Cu with decreasing dimensions, the ability to achieve high aspect ratios, and its compatibility with …

us (code pays fourni par la source)

mmYOLOH-p: A Clinically-Oriented mmWave-Based Human Pose Estimation Tool for Unobtrusive Patient Monitoring

Jonathan Williams, Jimmy Wang, Michael Charles Stevens, Nigel Hamilton Lovell et autres

Human pose estimation (HPE) identifies and locates keypoints on a person's body. Despite the effectiveness of various existing methods, there remains a gap in addressing specific requirements for real-world clinical applications of HPE. In this study, we propose mmYOLOH-p, a novel clinical-oriented …

au (code pays fourni par la source)

A 0.296pJ/bit 17.9Tb/s/mm2 Die-to-Die Link in 5nm/6nm FinFET on a 9μm-Pitch 3D Package Achieving 10.24Tb/s Bandwidth at 16Gb/s PAM-4

Mu-Shan Lin, Chien-Chun Tsai, Shenggao Li, Tze-Chiang Huang et autres

This paper presents a die-to-die link with a compute die in 5nm FinFET and a SRAM die in 6nm FinFET, with a face-to-back 3D stacking at a 9μm bond pitch. Modular design that supports full scalability is demonstrated, achieving a 10.24Tb/s aggregate …

tw (code pays fourni par la source)

Ion Beam Deposition of Epitaxial 0001 In-Plane and Out-of-Plane Low-Resistivity Ruthenium for Interconnect Applications

Rutvik J. Mehta, Yuejing Wang, Frank M. Cerio, Robert Caldwell et autres

Ruthenium with favorable resistivity scaling effects is a promising candidate for nanometer scale interconnects. An anisotropic transport phenomenon results in a predicted orientation dependence for ruthenium with resistivity perpendicular to the basal 0001 planes expected to be significantly lower than along the …

us (code pays fourni par la source)