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Neural Network Language Models (NNLMs) generate probability distributions by applying a softmax function to a distance metric formed by taking the dot product of a prediction vector with all word vectors in a high-dimensional embedding…

Machine Learning · Computer Science 2020-05-07 David Demeter , Gregory Kimmel , Doug Downey

The probabilistic Waring problem for finite simple groups asks whether every word of the form $w_1w_2$, where $w_1$ and $w_2$ are non-trivial words in disjoint sets of variables, induces almost uniform distribution on finite simple groups…

Group Theory · Mathematics 2019-09-11 Michael Larsen , Aner Shalev , Pham Huu Tiep

We derive a Mal'cev condition for congruence meet-semidistributivity and then use it to prove two theorems. Theorem A: if a variety in a finite language is congruence meet-semidistributive and residually less than some finite cardinal, then…

Rings and Algebras · Mathematics 2016-09-07 Ross Willard

Word embeddings generated by neural network methods such as word2vec (W2V) are well known to exhibit seemingly linear behaviour, e.g. the embeddings of analogy "woman is to queen as man is to king" approximately describe a parallelogram.…

Computation and Language · Computer Science 2019-05-14 Carl Allen , Timothy Hospedales

Consider a group word w in n letters. For a compact group G, w induces a map G^n \rightarrow G$ and thus a pushforward measure {\mu}_w on G from the Haar measure on G^n. We associate to each word w a 2-dimensional cell complex X(w) and…

Group Theory · Mathematics 2011-02-23 Gene S. Kopp , John D. Wiltshire-Gordon

Two words are $k$-binomially equivalent if each subword of length at most $k$ occurs the same number of times in both words. The $k$-binomial complexity of an infinite word is a counting function that maps $n$ to the number of $k$-binomial…

Combinatorics · Mathematics 2022-12-07 Michel Rigo , Manon Stipulanti , Markus A. Whiteland

We consider input-deterministic finite state transducers with infinite inputs and infinite outputs, and we consider the property of Borel normality on infinite words. When these transducers are given by a strongly connected set of states,…

Formal Languages and Automata Theory · Computer Science 2019-04-22 Olivier Carton , Elisa Orduna

Kitaev, Liese, Remmel, and Sagan recently defined generalized factor order on words comprised of letters from a partially ordered set $(P, \leq_P)$ by setting $u \leq_P w$ if there is a subword $v$ of $w$ of the same length as $u$ such that…

Combinatorics · Mathematics 2010-05-25 Thomas Langley , Jeffrey Liese , Jeffrey Remmel

Letters $x$ and $y$ alternate in a word $w$ if after deleting in $w$ all letters but the copies of $x$ and $y$ we either obtain a word $xyxy\cdots$ (of even or odd length) or a word $yxyx\cdots$ (of even or odd length). A graph $G=(V,E)$ is…

Combinatorics · Mathematics 2017-09-29 Sergey Kitaev , Yangjing Long , Jun Ma , Hehui Wu

A set X of partial words over a finite alphabet A is called unavoidable if every two-sided infinite word over A has a factor compatible with an element of X. Unlike the case of a set of words without holes, the problem of deciding whether…

Formal Languages and Automata Theory · Computer Science 2017-08-23 Joey Becker , F. Blanchet-Sadri , Laure Flapan , Stephen Watkins

We propose a mathematical framework for a unification of the distributional theory of meaning in terms of vector space models, and a compositional theory for grammatical types, for which we rely on the algebra of Pregroups, introduced by…

Computation and Language · Computer Science 2010-03-24 Bob Coecke , Mehrnoosh Sadrzadeh , Stephen Clark

A group-word $w$ is concise in a class of groups $\mathcal X$ if and only if the verbal subgroup $w(G)$ is finite whenever $w$ takes only finitely many values in a group $G\in \mathcal X$. It is a long-standing open problem whether every…

Group Theory · Mathematics 2024-04-30 Cristina Acciarri , Pavel Shumyatsky

Given a word $w(x_{1},\ldots,x_{r})$, i.e., an element in the free group on $r$ elements, and an integer $d\geq1$, we study the characteristic polynomial of the random matrix $w(X_{1},\ldots,X_{r})$, where $X_{i}$ are Haar-random…

Probability · Mathematics 2025-07-30 Nir Avni , Itay Glazer

The Aldous-Hoover Theorem concerns an infinite matrix of random variables whose distribution is invariant under finite permutations of rows and columns. It states that, up to equality in distribution, each random variable in the matrix can…

Statistics Theory · Mathematics 2025-11-26 Leihao Chen , Tobias Fritz , Tomáš Gonda , Andreas Klingler , Antonio Lorenzin

We establish new characterizations of primitive elements and free factors in free groups, which are based on the distributions they induce on finite groups. For every finite group $G$, a word $w$ in the free group on $k$ generators induces…

Group Theory · Mathematics 2014-10-24 Doron Puder , Ori Parzanchevski

Regular languages -- the languages accepted by deterministic finite automata -- are known to be precisely the languages recognized by finite monoids. This characterization is the origin of algebraic language theory. In this paper, we…

Formal Languages and Automata Theory · Computer Science 2025-05-06 Fabian Lenke , Stefan Milius , Henning Urbat , Thorsten Wißmann

An abelian anti-power of order $k$ (or simply an abelian $k$-anti-power) is a concatenation of $k$ consecutive words of the same length having pairwise distinct Parikh vectors. This definition generalizes to the abelian setting the notion…

Combinatorics · Mathematics 2019-03-26 Gabriele Fici , Mickael Postic , Manuel Silva

We consider the set of finite random words $\mathcal A^\star$, with independent letters drawn from a finite or infinite totally ordered alphabet according to a general probability distribution. On a specific subset of $\mathcal A^\star$,…

Probability · Mathematics 2012-04-22 Elahe Zohoorian Azad

The notion of Abelian complexity of infinite words was recently used by the three last authors to investigate various Abelian properties of words. In particular, using van der Waerden's theorem, they proved that if a word avoids Abelian…

Combinatorics · Mathematics 2010-05-17 Julien Cassaigne , Gwénaël Richomme , Kalle Saari , Luca Q. Zamboni

The Erdos-Kac theorem, a foundational result in probabilistic number theory, states that the number of prime factors of an integer follows a Gaussian distribution. In this paper we develop and analyze probabilistic models for "random…

General Mathematics · Mathematics 2025-09-05 Mantha Sai Gopal
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