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A novel method to obtain hierarchical and overlapping clusters from network data -i.e., a set of nodes endowed with pairwise dissimilarities- is presented. The introduced method is hierarchical in the sense that it outputs a nested…

社会与信息网络 · 计算机科学 2017-12-13 Fernando Gama , Santiago Segarra , Alejandro Ribeiro

We present an approach for recursively splitting and rephrasing complex English sentences into a novel semantic hierarchy of simplified sentences, with each of them presenting a more regular structure that may facilitate a wide variety of…

计算与语言 · 计算机科学 2019-06-05 Christina Niklaus , Matthias Cetto , Andre Freitas , Siegfried Handschuh

The general intractability of the constraint satisfaction problem has motivated the study of restrictions on this problem that permit polynomial-time solvability. One major line of work has focused on structural restrictions, which arise…

计算复杂性 · 计算机科学 2007-05-23 Hubie Chen , Victor Dalmau

Text generation is a fundamental building block in natural language processing tasks. Existing sequential models performs autoregression directly over the text sequence and have difficulty generating long sentences of complex structures.…

计算与语言 · 计算机科学 2018-08-16 Qipeng Guo , Xipeng Qiu , Xiangyang Xue , Zheng Zhang

In this article, we propose tree edit distance with variables, which is an extension of the tree edit distance to handle trees with variables and has a potential application to measuring the similarity between mathematical formulas,…

数据结构与算法 · 计算机科学 2021-05-12 Tatsuya Akutsu , Tomoya Mori , Naotoshi Nakamura , Satoshi Kozawa , Yuhei Ueno , Thomas N. Sato

Compositions of tree-walking tree transducers form a hierarchy with respect to the number of transducers in the composition. As main technical result it is proved that any such composition can be realized as a linear bounded composition,…

形式语言与自动机理论 · 计算机科学 2019-12-13 Joost Engelfriet , Kazuhiro Inaba , Sebastian Maneth

There is a rising interest in mapping trees using satellite or aerial imagery, but there is no standardized evaluation protocol for comparing and enhancing methods. In dense canopy areas, the high variability of tree sizes and their spatial…

计算机视觉与模式识别 · 计算机科学 2023-11-15 Dimitri Gominski , Ankit Kariryaa , Martin Brandt , Christian Igel , Sizhuo Li , Maurice Mugabowindekwe , Rasmus Fensholt

We consider the problem of computing the measure of a regular set of infinite binary trees. While the general case remains unsolved, we show that the measure of a language can be computed when the set is given in one of the following three…

形式语言与自动机理论 · 计算机科学 2020-02-03 Marcin Przybyłko , Michał Skrzypczak

Metric embedding has become a common technique in the design of algorithms. Its applicability is often dependent on how high the embedding's distortion is. For example, embedding finite metric space into trees may require linear distortion…

数据结构与算法 · 计算机科学 2007-05-23 Yair Bartal , Manor Mendel

We reformulate minimalist grammars as partial functions on term algebras for strings and trees. Using filler/role bindings and tensor product representations, we construct homomorphisms for these data structures into geometric vector…

计算与语言 · 计算机科学 2012-07-19 Peter beim Graben , Sabrina Gerth

Minimal spanning trees on infinite vertex sets are investigated. A criterion for minimality of a spanning tree having a finite length is obtained, which generalizes the corresponding classical result for finite sets. It is given an analytic…

度量几何 · 数学 2014-03-18 A. O. Ivanov , A. A. Tuzhilin

Recent research has recognized interpretability and robustness as essential properties of trustworthy classification. Curiously, a connection between robustness and interpretability was empirically observed, but the theoretical reasoning…

机器学习 · 计算机科学 2021-02-16 Michal Moshkovitz , Yao-Yuan Yang , Kamalika Chaudhuri

In this article, we give a precise mathematical meaning to `linear? time' that matches experimental behaviour of the algorithm. The sorting algorithm is not our own, it is a variant of radix sort with counting sort as a subroutine. The true…

计算复杂性 · 计算机科学 2019-01-01 Laurent Lyaudet

In this article we study the treewidth of the \emph{display graph}, an auxiliary graph structure obtained from the fusion of phylogenetic (i.e., evolutionary) trees at their leaves. Earlier work has shown that the treewidth of the display…

离散数学 · 计算机科学 2017-04-03 Steven Kelk , Georgios Stamoulis , Taoyang Wu

Physical phenomena in science and engineering are frequently modeled using scalar fields. In scalar field topology, graph-based topological descriptors such as merge trees, contour trees, and Reeb graphs are commonly used to characterize…

计算几何 · 计算机科学 2019-10-10 Lin Yan , Yusu Wang , Elizabeth Munch , Ellen Gasparovic , Bei Wang

We describe the conditions under which a set of continuous variables or characters can be described as an X-tree or a split network. A distance matrix corresponds exactly to a split network or a valued X-tree if, after ordering of the taxa,…

定量方法 · 定量生物学 2009-06-11 Marc Thuillard , Didier Fraix-Burnet

A program is usually represented as a word chain. It is exactly a word chain that appears as the lexical analyzer output and is parsed. The work shows that a program can be syntactically represented as an oriented word tree, that is a…

编程语言 · 计算机科学 2012-03-23 Alex Shkotin

The word order of a sentence is shaped by multiple principles. The principle of syntactic dependency distance minimization is in conflict with the principle of surprisal minimization (or predictability maximization) in single head syntactic…

计算与语言 · 计算机科学 2025-10-31 Ramon Ferrer-i-Cancho

Statistical analysis of corpora provides an approach to quantitatively investigate natural languages. This approach has revealed that several power laws consistently emerge across different corpora and languages, suggesting universal…

计算与语言 · 计算机科学 2026-03-16 Kai Nakaishi , Ryo Yoshida , Kohei Kajikawa , Koji Hukushima , Yohei Oseki

Statement autoformalization, the automated translation of statements from natural language into formal languages, has become a subject of extensive research, yet the development of robust automated evaluation metrics remains limited.…

机器学习 · 计算机科学 2025-08-25 Yuntian Liu , Tao Zhu , Xiaoyang Liu , Yu Chen , Zhaoxuan Liu , Qingfeng Guo , Jiashuo Zhang , Kangjie Bao , Tao Luo
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