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Traditional syntax models typically leverage part-of-speech (POS) information by constructing features from hand-tuned templates. We demonstrate that a better approach is to utilize POS tags as a regularizer of learned representations. We…

计算与语言 · 计算机科学 2016-06-09 Yuan Zhang , David Weiss

Syntactic structures used to play a vital role in natural language processing (NLP), but since the deep learning revolution, NLP has been gradually dominated by neural models that do not consider syntactic structures in their design. One…

计算与语言 · 计算机科学 2023-11-28 Haoyi Wu , Kewei Tu

It is discussed a practical possibility of a provable programming of mathematics basing on intuitionism and the dependent types feature of a programming language.The principles of constructive mathematics and provable programming are…

计算机科学中的逻辑 · 计算机科学 2017-09-07 Sergei D. Meshveliani

The syntax and semantics of user-supplied hypothesis names in tactic languages is a thorny problem, because the binding structure of a proof is a function of the goal at which a tactic script is executed. We contribute a new language to…

编程语言 · 计算机科学 2016-05-17 Jonathan Sterling

Dependently-typed proof assistants furnish expressive foundations for mechanised mathematics and verified software. However, automation for these systems has been either modest in scope or complex in implementation. We aim to improve the…

计算机科学中的逻辑 · 计算机科学 2026-02-24 Artjoms Šinkarovs , Michael Rawson

We present a generalization of the local expression language used in the Symbolic Probabilistic Inference (SPI) approach to inference in belief nets [1l, [8]. The local expression language in SPI is the language in which the dependence of a…

人工智能 · 计算机科学 2013-03-26 Bruce D'Ambrosio

Linear dependent types allow to precisely capture both the extensional behaviour and the time complexity of lambda terms, when the latter are evaluated by Krivine's abstract machine. In this work, we show that the same paradigm can be…

计算机科学中的逻辑 · 计算机科学 2012-07-25 Ugo Dal Lago , Barbara Petit

Ten years ago, it was shown that nominal techniques can be used to design coalgebraic data types with variable binding, so that alpha-equivalence classes of infinitary terms are directly endowed with a corecursion principle. We introduce…

计算机科学中的逻辑 · 计算机科学 2025-11-05 Rémy Cerda

Benefits of static type systems are well-known: they offer guarantees that no type error will occur during runtime and, inherently, inferred types serve as documentation on how functions are called. On the other hand, many type systems have…

编程语言 · 计算机科学 2020-08-31 Isabel Wingen , Philipp Körner

We present Dependent Lambek Calculus, a domain-specific dependent type theory for verified parsing and formal grammar theory. In $\textrm{Lambek}^D$, linear types are used as a syntax for formal grammars,and parsers can be written as linear…

编程语言 · 计算机科学 2025-05-01 Steven Schaefer , Nathan Varner , Pedro H. Azevedo de Amorim , Max S. New

A recent trend in probabilistic inference emphasizes the codification of models in a formal syntax, with suitable high-level features such as individuals, relations, and connectives, enabling descriptive clarity, succinctness and…

人工智能 · 计算机科学 2016-06-15 Martin Mladenov , Vaishak Belle , Kristian Kersting

Based on the concept of annotation-based agents, this report introduces tools and a formal notation for defining and running text mining experiments using a statically typed domain-specific language embedded in Scala. Using machine learning…

编程语言 · 计算机科学 2011-08-02 Fabian Steeg

A natural next step in the evolution of constraint-based grammar formalisms from rewriting formalisms is to abstract fully away from the details of the grammar mechanism---to express syntactic theories purely in terms of the properties of…

cmp-lg · 计算机科学 2008-02-03 James Rogers

Style representation learning builds content-independent representations of author style in text. Stylometry, the analysis of style in text, is often performed by expert forensic linguists and no large dataset of stylometric annotations…

计算与语言 · 计算机科学 2023-10-11 Ajay Patel , Delip Rao , Ansh Kothary , Kathleen McKeown , Chris Callison-Burch

Higher inductive types are inductive types that include nontrivial higher-dimensional structure, represented as identifications that are not reflexivity. While work proceeds on type theories with a computational interpretation of univalence…

编程语言 · 计算机科学 2018-08-28 Paventhan Vivekanandan

Mella is a minimalistic dependently typed programming language and interactive theorem prover implemented in Haskell. Its main purpose is to investigate the effective integration of automated theorem provers in a pure and simple setting.…

编程语言 · 计算机科学 2011-12-19 Alasdair Armstrong , Simon Foster , Georg Struth

We present a framework for the formal meta-theory of lambda calculi in first-order syntax, with two sorts of names, one to represent both free and bound variables, and the other for constants, and by using Stoughton's multiple…

计算机科学中的逻辑 · 计算机科学 2023-03-24 Sebastián Urciuoli

Within dependent type theory, we provide a topological counterpart of well-founded trees (for short, W-types) by using a proof-relevant version of the notion of inductively generated suplattices introduced in the context of formal topology…

计算机科学中的逻辑 · 计算机科学 2024-02-14 Maria Emilia Maietti , Pietro Sabelli

We introduce a new nameless representation of lambda terms inspired by ordered logic. At a lambda abstraction, number and relative position of all occurrences of the bound variable are stored, and application carries the additional…

计算机科学中的逻辑 · 计算机科学 2011-11-02 Andreas Abel , Nicolai Kraus

Many variants of type theory extend a basic theory with additional primitives or properties like univalence, guarded recursion or parametricity, to enable constructions or proofs that would be harder or impossible to do in the original…

编程语言 · 计算机科学 2022-07-05 Joris Ceulemans , Andreas Nuyts , Dominique Devriese