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Document-level relation extraction (DocRE) aims to extract semantic relations among entity pairs in a document. Typical DocRE methods blindly take the full document as input, while a subset of the sentences in the document, noted as the…

计算与语言 · 计算机科学 2022-03-08 Yiqing Xie , Jiaming Shen , Sha Li , Yuning Mao , Jiawei Han

The originality of this publication is to look at the subject of IDP (Intelligent Document Processing) from the perspective of an end-user and industrialist and not that of a Computer Science researcher. This domain is one part of the…

信息检索 · 计算机科学 2021-12-30 Graham A. Cutting , Anne-Francoise Cutting-Decelle

We present a framework for C code in C11 syntax deeply integrated into the Isabelle/PIDE development environment. Our framework provides an abstract interface for verification back-ends to be plugged-in independently. Thus, various…

编程语言 · 计算机科学 2019-12-24 Frédéric Tuong , Burkhart Wolff

Proof assistants offer tactics to facilitate inductive proofs. However, it still requires human ingenuity to decide what arguments to pass to those induction tactics. To automate this process, we present smart_induct for Isabelle/HOL. Given…

人工智能 · 计算机科学 2020-01-30 Yutaka Nagashima

We describe SeCaV, a sequent calculus verifier for first-order logic in Isabelle/HOL, and the SeCaV Unshortener, an online tool that expands succinct derivations into the full SeCaV syntax. We leverage the power of Isabelle/HOL as a proof…

计算机科学中的逻辑 · 计算机科学 2022-04-11 Asta Halkjær From , Frederik Krogsdal Jacobsen , Jørgen Villadsen

In this work, we conduct an experiment using state-of-the-art LLMs to translate MiniF2F into Rocq. The translation task focuses on generating a Rocq theorem based on three sources: a natural language description, the Lean formalization, and…

计算机科学中的逻辑 · 计算机科学 2025-11-25 Jules Viennot , Guillaume Baudart , Emilio Jesùs Gallego Arias , Marc Lelarge

Automating the formalization of mathematical statements for theorem proving remains a major challenge for Large Language Models (LLMs). LLMs struggle to identify and utilize the prerequisite mathematical knowledge and its corresponding…

人工智能 · 计算机科学 2026-04-08 Meiru Zhang , Philipp Borchert , Milan Gritta , Gerasimos Lampouras

LF has been designed and successfully used as a meta-logical framework to represent and reason about object logics. Here we design a representation of the Isabelle logical framework in LF using the recently introduced module system for LF.…

计算机科学中的逻辑 · 计算机科学 2010-09-16 Florian Rabe

This paper presents meta-logical investigations based on category theory using the proof assistant Isabelle/HOL. We demonstrate the potential of a free logic based shallow semantic embedding of category theory by providing a formalization…

计算机科学中的逻辑 · 计算机科学 2023-10-20 Jonas Bayer , Aleksey Gonus , Christoph Benzmüller , Dana S. Scott

We present an automated verification of the well-known modal logic cube in Isabelle/HOL, in which we prove the inclusion relations between the cube's logics using automated reasoning tools. Prior work addresses this problem but without…

计算机科学中的逻辑 · 计算机科学 2015-08-03 Christoph Benzmüller , Maximilian Claus , Nik Sultana

Thanks to their linguistic capabilities, LLMs offer an opportunity to bridge the gap between informal mathematics and formal languages through autoformalization. However, it is still unclear how well LLMs generalize to sophisticated and…

计算与语言 · 计算机科学 2025-09-05 Lan Zhang , Marco Valentino , Andre Freitas

Translating expressions between different logics and theorem provers is notoriously and often prohibitively difficult, due to the large differences between the logical foundations, the implementations of the systems, and the structure of…

计算机科学中的逻辑 · 计算机科学 2017-12-06 Dennis Müller , Colin Rothgang , Yufei Liu , Florian Rabe

Large language models (LLM), such as Google's Minerva and OpenAI's GPT families, are becoming increasingly capable of solving mathematical quantitative reasoning problems. However, they still make unjustified logical and computational…

人工智能 · 计算机科学 2024-03-28 Jin Peng Zhou , Charles Staats , Wenda Li , Christian Szegedy , Kilian Q. Weinberger , Yuhuai Wu

As global cross-lingual communication intensifies, language barriers in visually rich documents such as PDFs remain a practical bottleneck. Existing document translation pipelines face a tension between linguistic processing and layout…

计算机视觉与模式识别 · 计算机科学 2026-05-12 Qi Yang , Xiangyao Ma , Xiao Wang , Hao Wang , Rui Wang

CSV is a widely used format for data representing systems control, information exchange and processing, logging, etc. Nevertheless, the format is riddled with tricky corner cases and inconsistencies, which can make input data unreliable,…

软件工程 · 计算机科学 2023-03-29 Leo Freitas , Aaron John Buhagiar

A logic for specification and verification is derived from the axioms of Zermelo-Fraenkel set theory. The proofs are performed using the proof assistant Isabelle. Isabelle is generic, supporting several different logics. Isabelle has the…

计算机科学中的逻辑 · 计算机科学 2008-02-03 Lawrence C. Paulson

In cryptography, secure Multi-Party Computation (MPC) protocols allow participants to compute a function jointly while keeping their inputs private. Recent breakthroughs are bringing MPC into practice, solving fundamental challenges for…

密码学与安全 · 计算机科学 2018-06-01 David Butler , David Aspinall , Adria Gascon

We introduce a language, PSL, designed to capture high level proof strategies in Isabelle/HOL. Given a strategy and a proof obligation, PSL's runtime system generates and combines various tactics to explore a large search space with low…

计算机科学中的逻辑 · 计算机科学 2017-03-03 Yutaka Nagashima , Ramana Kumar

Interactive proof assistants are computer programs carefully constructed to check a human-designed proof of a mathematical claim with high confidence in the implementation. However, this only validates truth of a formal claim, which may…

编程语言 · 计算机科学 2023-10-09 Colin S. Gordon , Sergey Matskevich

For recursive functions general principles of induction needs to be applied. Instead of verifying them directly using the Vienna Development Method Specification Language (VDM-SL), we suggest a translation to Isabelle/HOL. In this paper,…

形式语言与自动机理论 · 计算机科学 2023-03-31 Leo Freitas , Peter Gorm Larsen