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Applications with safety requirements have become ubiquitous nowadays and can be found in edge devices of all kinds. However, microcontrollers in those devices, despite offering moderate performance by implementing multicores and cache…

Concurrent hash tables are one of the most important concurrent data structures with numerous applications. Since hash table accesses can dominate the execution time of the overall application, we need implementations that achieve good…

数据结构与算法 · 计算机科学 2016-09-07 Tobias Maier , Peter Sanders , Roman Dementiev

This thesis concerns sequential-access data compression, i.e., by algorithms that read the input one or more times from beginning to end. In one chapter we consider adaptive prefix coding, for which we must read the input character by…

信息论 · 计算机科学 2009-02-03 Travis Gagie

We engineer an algorithm to solve the approximate dictionary matching problem. Given a list of words $\mathcal{W}$, maximum distance $d$ fixed at preprocessing time and a query word $q$, we would like to retrieve all words from…

信息检索 · 计算机科学 2010-08-19 Daniel Karch , Dennis Luxen , Peter Sanders

We revisit parallel-innermost term rewriting as a model of parallel computation on inductive data structures and provide a corresponding notion of runtime complexity parametric in the size of the start term. We propose automatic techniques…

计算机科学中的逻辑 · 计算机科学 2022-08-02 Thaïs Baudon , Carsten Fuhs , Laure Gonnord

Shared Memory is a mechanism that allows several processes to communicate with each other by accessing -- writing or reading -- a set of variables that they have in common. A Consistency Model defines how each process observes the state of…

分布式、并行与集群计算 · 计算机科学 2021-01-26 Jordi Bataller Mascarell

The importance of coding guidelines is generally accepted throughout developers of every programming language. Naturally, Prolog makes no exception. However, establishing coding guidelines is fraught with obstacles: Finding common ground on…

编程语言 · 计算机科学 2019-09-19 Falco Nogatz , Philipp Körner , Sebastian Krings

We present a linear functional calculus with both the safety guarantees expressible with linear types and the rich language of combinators and composition provided by functional programming. Unlike previous combinations of linear typing and…

编程语言 · 计算机科学 2017-03-17 J. Garrett Morris

When building large-scale machine learning (ML) programs, such as big topic models or deep neural nets, one usually assumes such tasks can only be attempted with industrial-sized clusters with thousands of nodes, which are out of reach for…

机器学习 · 统计学 2014-12-05 Jinhui Yuan , Fei Gao , Qirong Ho , Wei Dai , Jinliang Wei , Xun Zheng , Eric P. Xing , Tie-Yan Liu , Wei-Ying Ma

The exponential expansion of context windows in LLMs has unlocked capabilities for long-document understanding but introduced severe bottlenecks in inference latency and information utilization. Existing compression methods often suffer…

计算与语言 · 计算机科学 2026-03-23 Zhengpei Hu , Kai Li , Dapeng Fu , Chang Zeng , Yue Li , Yuanhao Tang , Jianqiang Huang

The heterogeneous nature of the logical foundations used in different interactive proof assistant libraries has rendered discovery of similar mathematical concepts among them difficult. In this paper, we compare a previously proposed…

计算机科学中的逻辑 · 计算机科学 2021-07-22 Qingxiang Wang , Cezary Kaliszyk

Transformer-based pre-trained language models are vocabulary-dependent, mapping by default each token to its corresponding embedding. This one-to-one mapping results into embedding matrices that occupy a lot of memory (i.e. millions of…

计算与语言 · 计算机科学 2022-11-01 Huiyin Xue , Nikolaos Aletras

This paper presents a novel approach to automatically solving arithmetic word problems. This is the first algorithmic approach that can handle arithmetic problems with multiple steps and operations, without depending on additional…

计算与语言 · 计算机科学 2016-08-23 Subhro Roy , Dan Roth

Knowledge graphs represent complex data using nodes, relationships, and properties. Cypher, a powerful query language for graph databases, enables efficient modeling and querying. Recent advancements in large language models allow…

数据库 · 计算机科学 2025-09-05 Makbule Gulcin Ozsoy

Contextual metadata is the unsung hero of research data. When done right, standardized and structured vocabularies make your data findable, shareable, and reusable. When done wrong, they turn a well intended effort into data cleanup and…

数字图书馆 · 计算机科学 2026-02-06 Rhiannon Cameron , Emma Griffiths , Damion Dooley , William Hsiao

We propose a new approach to promote safety in classification tasks with established concepts. Our approach -- called a conceptual safeguard -- acts as a verification layer for models that predict a target outcome by first predicting the…

机器学习 · 计算机科学 2024-11-08 Hailey Joren , Charles Marx , Berk Ustun

Convertibility checking - determining whether two lambda-terms are equal up to reductions - is a crucial component of proof assistants and dependently-typed languages. Practical implementations often use heuristics to quickly conclude that…

计算机科学中的逻辑 · 计算机科学 2026-01-12 Nathanaëlle Courant , Xavier Leroy

In recent years, software systems powered by deep learning (DL) techniques have significantly facilitated people's lives in many aspects. As the backbone of these DL systems, various DL libraries undertake the underlying optimization and…

软件工程 · 计算机科学 2025-02-06 Xiaoyu Zhang , Weipeng Jiang , Chao Shen , Qi Li , Qian Wang , Chenhao Lin , Xiaohong Guan

Definition modeling is an important task in advanced natural language applications such as understanding and conversation. Since its introduction, it focus on generating one definition for a target word or phrase in a given context, which…

计算与语言 · 计算机科学 2023-05-25 Linhan Zhang , Qian Chen , Wen Wang , Yuxin Jiang , Bing Li , Wei Wang , Xin Cao

We present a type checking algorithm for establishing a session-based discipline in the pi calculus of Milner, Parrow and Walker. Our session types are qualified as linear or unrestricted. Linearly typed communication channels are…

编程语言 · 计算机科学 2011-08-12 Marco Giunti
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