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Modern microprocessors extend their instruction set architecture (ISA) with Single Instruction, Multiple Data (SIMD) operations to improve performance. The Intel Advanced Vector Extensions (AVX) enhance the x86 ISA and are widely supported…

硬件体系结构 · 计算机科学 2025-11-27 Laslo Hunhold

We study the problem of computing the \textsc{Maxima} of a set of $n$ $d$-dimensional points. For dimensions 2 and 3, there are algorithms to solve the problem with order-oblivious instance-optimal running time. However, in higher…

计算几何 · 计算机科学 2017-01-16 Jérémy Barbay , Javiel Rojas

Procedural activity assistants potentially support humans in a variety of settings, from our daily lives, e.g., cooking or assembling flat-pack furniture, to professional situations, e.g., manufacturing or biological experiments. Despite…

计算与语言 · 计算机科学 2025-10-02 Kimihiro Hasegawa , Wiradee Imrattanatrai , Masaki Asada , Ken Fukuda , Teruko Mitamura

Recognizing the imperative to address the reliability and transparency issues of Large Language Models (LLM), this work proposes an LLM maturity model tailored for text-to-query applications. This maturity model seeks to fill the existing…

计算与语言 · 计算机科学 2024-02-26 Lei Yu , Abir Ray

Large Language Models (LLMs) perform best with well-crafted prompts, yet prompt engineering remains manual, inconsistent, and inaccessible to non-experts. We introduce Promptomatix, an automatic prompt optimization framework that transforms…

计算与语言 · 计算机科学 2025-07-28 Rithesh Murthy , Ming Zhu , Liangwei Yang , Jielin Qiu , Juntao Tan , Shelby Heinecke , Caiming Xiong , Silvio Savarese , Huan Wang

Large language models (LLMs) are now available from cloud API providers in various sizes and configurations. While this diversity offers a broad spectrum of choices, effectively leveraging the options to optimize computational cost and…

The paper presents and compares a range of parsers with and without data mapping for conversion between XML and Haskell. The best performing parser competes favorably with the fastest tools available in other languages and is, thus,…

编程语言 · 计算机科学 2020-11-11 Michał J. Gajda , Dmitry Krylov

Individuals with fine motor impairments, such as those caused by conditions like Parkinson's disease, cerebral palsy, or dyspraxia, face significant challenges in interacting with traditional computer interfaces. Historically, scripted…

人机交互 · 计算机科学 2024-11-20 Shridhar Mehendale , Ankit Walishetti

GPU runtimes are historically implemented in CUDA or other vendor specific languages dedicated to GPU programming. In this work we show that OpenMP 5.1, with minor compiler extensions, is capable of replacing existing solutions without a…

分布式、并行与集群计算 · 计算机科学 2021-10-06 Shilei Tian , Jon Chesterfield , Johannes Doerfert , Barbara Chapman

Large language models (LLMs) pretrained on vast source code have achieved prominent progress in code intelligence. However, existing code LLMs have two main limitations in terms of architecture and pretraining tasks. First, they often adopt…

计算与语言 · 计算机科学 2023-05-23 Yue Wang , Hung Le , Akhilesh Deepak Gotmare , Nghi D. Q. Bui , Junnan Li , Steven C. H. Hoi

Financial LLMs hold promise for advancing financial tasks and domain-specific applications. However, they are limited by scarce corpora, weak multimodal capabilities, and narrow evaluations, making them less suited for real-world…

Mastering computational architectures is essential for developing fast and power-efficient programs. Our advanced simulator empowers both IT students and professionals to grasp the fundamentals of superscalar RISC-V processors, HW/SW…

硬件体系结构 · 计算机科学 2024-11-13 Jiri Jaros , Michal Majer , Jakub Horky , Jan Vavra

We give a short and easy upper bound on the worst-case size of fault tolerant spanners, which improves on all prior work and is fully optimal at least in the setting of vertex faults.

数据结构与算法 · 计算机科学 2019-06-04 Greg Bodwin , Shyamal Patel

Recent advancements in Large Language Models (LLMs) have significantly enhanced interactions between users and models. These advancements concurrently underscore the need for rigorous safety evaluations due to the manifestation of social…

计算与语言 · 计算机科学 2025-03-26 Dahyun Jung , Seungyoon Lee , Hyeonseok Moon , Chanjun Park , Heuiseok Lim

Text-centric visual question answering (VQA) has made great strides with the development of Multimodal Large Language Models (MLLMs), yet open-source models still fall short of leading models like GPT4V and Gemini, partly due to a lack of…

计算机视觉与模式识别 · 计算机科学 2025-06-12 Jingqun Tang , Chunhui Lin , Zhen Zhao , Shu Wei , Binghong Wu , Qi Liu , Yangfan He , Kuan Lu , Hao Feng , Yang Li , Siqi Wang , Lei Liao , Wei Shi , Yuliang Liu , Hao Liu , Yuan Xie , Xiang Bai , Can Huang

There has been limited evaluation of advanced Text-to-Speech (TTS) models with Mathematical eXpressions (MX) as inputs. In this work, we design experiments to evaluate quality and intelligibility of five TTS models through listening and…

音频与语音处理 · 电气工程与系统科学 2025-06-16 Sujoy Roychowdhury , H. G. Ranjani , Sumit Soman , Nishtha Paul , Subhadip Bandyopadhyay , Siddhanth Iyengar

We propose SPHINX-X, an extensive Multimodality Large Language Model (MLLM) series developed upon SPHINX. To improve the architecture and training efficiency, we modify the SPHINX framework by removing redundant visual encoders, bypassing…

Large Language Models (LLMs) have seen great advance in both academia and industry, and their popularity results in numerous open-source frameworks and techniques in accelerating LLM pre-training, fine-tuning, and inference. Training and…

To facilitate high quality interaction during the regular use of computing systems, it is essential that the user interface (UI) deliver content and components in an appropriate manner. Although extended reality (XR) is emerging as a new…

人机交互 · 计算机科学 2023-09-11 Kashyap Todi , Tanya R. Jonker

Comparison of RISC & CISC in details, encompassing the addressing modes, evolution, definitions and characteristics. Pre - RISC design is also elaborated. Both the architectures are explained with the help of example. Analysis is made based…

硬件体系结构 · 计算机科学 2013-02-22 Farhat Masood