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These lecture notes are intended as a supplement to Moore and Mertens' The Nature of Computation or as a standalone resource, and are available to anyone who wants to use them. Comments are welcome, and please let me know if you use these…

Computational Complexity · Computer Science 2019-08-01 Cristopher Moore

The hyperedge replacement grammar (HRG) formalism is a natural and well-known generalization of context-free grammars. HRGs inherit a number of properties of context-free grammars, e.g. the pumping lemma. This lemma turns out to be a strong…

Formal Languages and Automata Theory · Computer Science 2021-12-22 Tikhon Pshenitsyn

We show that many classical decision problems about 1-counter omega-languages, context free omega-languages, or infinitary rational relations, are $\Pi_2^1$-complete, hence located at the second level of the analytical hierarchy, and…

Logic in Computer Science · Computer Science 2009-08-04 Olivier Finkel

We investigate the proof theory of regular expressions with fixed points, construed as a notation for (omega-)context-free grammars. Starting with a hypersequential system for regular expressions due to Das and Pous, we define its extension…

Logic in Computer Science · Computer Science 2024-04-26 Anupam Das , Abhishek De

Modern language models are capable of contextualizing words based on their surrounding context. However, this capability is often compromised due to semantic change that leads to words being used in new, unexpected contexts not encountered…

Computation and Language · Computer Science 2024-04-30 Francesco Periti , Pierluigi Cassotti , Haim Dubossarsky , Nina Tahmasebi

The paper demonstrates the non-closure of the family of unambiguous linear languages (that is, those defined by unambiguous linear context-free grammars) under complementation. To be precise, a particular unambiguous linear grammar is…

Formal Languages and Automata Theory · Computer Science 2022-10-06 Olga Martynova , Alexander Okhotin

A test set for a formal language (set of strings) L is a subset T of L such that for any two string homomorphisms f and g defined on L, if the restrictions of f and g on T are identical functions, then f and g are identical on the entire L.…

Formal Languages and Automata Theory · Computer Science 2016-11-22 Mikaël Mayer , Jad Hamza

The atoms of a regular language are non-empty intersections of complemented and uncomplemented quotients of the language. Tight upper bounds on the number of atoms of a language and on the quotient complexities of atoms are known. We…

Formal Languages and Automata Theory · Computer Science 2014-05-23 Janusz Brzozowski , Gareth Davies

Ambiguous words or underspecified references require interlocutors to resolve them, often by relying on shared context and commonsense knowledge. Therefore, we systematically investigate whether Large Language Models (LLMs) can leverage…

Computation and Language · Computer Science 2025-09-22 Lukas Ellinger , Georg Groh

In 2018, it was shown that all finitely generated virtually Abelian groups have multiple context-free word problems, and it is still an open problem as to where to precisely place the word problems of hyperbolic groups in the formal…

Formal Languages and Automata Theory · Computer Science 2021-01-08 Graham Campbell

Over-prompting, a phenomenon where excessive examples in prompts lead to diminished performance in Large Language Models (LLMs), challenges the conventional wisdom about in-context few-shot learning. To investigate this few-shot dilemma, we…

Computation and Language · Computer Science 2025-09-17 Yongjian Tang , Doruk Tuncel , Christian Koerner , Thomas Runkler

Phrase-structure grammars are effective models for important syntactic and semantic aspects of natural languages, but can be computationally too demanding for use as language models in real-time speech recognition. Therefore, finite-state…

cmp-lg · Computer Science 2008-02-03 Fernando C. N. Pereira , Rebecca N. Wright

We prove that the finite condensation rank (FC-rank) of the lexicographic ordering of a context-free language is strictly less than $\omega^\omega$.

Formal Languages and Automata Theory · Computer Science 2015-03-20 Arnaud Carayol , Zoltan Esik

Low-resource languages pose a challenge for machine translation with large language models (LLMs), which require large amounts of training data. One potential way to circumvent this data dependence is to rely on LLMs' ability to use…

Computation and Language · Computer Science 2026-04-09 Jackson Petty , Jaulie Goe , Tal Linzen

We study the language-theoretic properties of the word problem, in the sense of Duncan & Gilman, of weakly compressible monoids, as defined by Adian & Oganesian. We show that if $\mathcal{C}$ is a reversal-closed super-$\operatorname{AFL}$,…

Group Theory · Mathematics 2022-02-08 Carl-Fredrik Nyberg-Brodda

Context-free languages can be characterized in several ways. This article studies projective linearisations of languages of simple dependency trees, i.e., dependency trees in which a node can govern at most one node with a given syntactic…

Formal Languages and Automata Theory · Computer Science 2024-01-17 Carles Cardó

In-context learning is a popular inference strategy where large language models solve a task using only a few labeled demonstrations without needing any parameter updates. Although there have been extensive studies on English in-context…

Computation and Language · Computer Science 2024-06-10 Miaoran Zhang , Vagrant Gautam , Mingyang Wang , Jesujoba O. Alabi , Xiaoyu Shen , Dietrich Klakow , Marius Mosbach

We prove that, for a finitely generated group hyperbolic relative to virtually abelian subgroups, the generalised word problem for a parabolic subgroup is the language of a real-time Turing machine. Then, for a hyperbolic group, we show…

Group Theory · Mathematics 2016-10-07 Laura Ciobanu , Derek Holt , Sarah Rees

We prove that a group has word problem that is a growing context-sensitive language precisely if its word problem can be solved using a non-deterministic Cannon's algorithm (the deterministic algorithms being defined by Goodman and…

Group Theory · Mathematics 2008-01-30 Derek F. Holt , Sarah Rees , Michael Shapiro

Several methods are discussed that construct a finite automaton given a context-free grammar, including both methods that lead to subsets and those that lead to supersets of the original context-free language. Some of these methods of…

Computation and Language · Computer Science 2007-05-23 Mark-Jan Nederhof