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Natural language processing in accounting, auditing and finance: A synthesis of the literature with a roadmap for future research
IE Fisher, MR Garnsey… - Intelligent Systems in …, 2016 - Wiley Online Library
Natural language processing (NLP) is a part of the artificial intelligence domain focused on
communication between humans and computers. NLP attempts to address the inherent …
communication between humans and computers. NLP attempts to address the inherent …
Guiding through the fog: Financial statement complexity and voluntary disclosure
A growing literature documents that complex financial statements negatively affect the
information environment. In this paper, we examine whether managers use voluntary …
information environment. In this paper, we examine whether managers use voluntary …
Processing fluency and investors' reactions to disclosure readability
K Rennekamp - Journal of accounting research, 2012 - Wiley Online Library
The SEC's emphasis on the use of plain English is designed to make disclosures more
readable and more informative. Using an experiment, I find that more readable disclosures …
readable and more informative. Using an experiment, I find that more readable disclosures …
Text‐based sentiment analysis in finance: Synthesising the existing literature and exploring future directions
Summary Advances in Deep Learning have drastically improved the abilities of Natural
Language Processing (NLP) research, creating new state‐of‐the‐art benchmarks. Two …
Language Processing (NLP) research, creating new state‐of‐the‐art benchmarks. Two …
Annual report readability and accounting irregularities: evidence from public listed companies in Indonesia
G Soepriyanto, S Tjokroaminoto… - Journal of Financial …, 2021 - emerald.com
Purpose This study aims to examine the association between annual report readability and
accounting irregularities in Indonesia. Using 967 firm-year observations over the 2014–2017 …
accounting irregularities in Indonesia. Using 967 firm-year observations over the 2014–2017 …
Tracking disclosure change trajectories for financial fraud detection
The global economic disruption brought by COVID‐19 crisis can set a stage for the
prevalence of financial statement frauds, which jeopardize the efficient functioning of capital …
prevalence of financial statement frauds, which jeopardize the efficient functioning of capital …
Linguistic characteristics of shill reviews
This exploratory study investigates the linguistic characteristics of shill reviews and develops
a tool for extracting product features from the text of product reviews. Shill reviews are …
a tool for extracting product features from the text of product reviews. Shill reviews are …
Annual reports readability from linguistic and communication perspectives: Systematic literature review
H Gutiérrez Ponce… - Business and …, 2023 - journals.sagepub.com
This research presents a new theoretical framework through assessing readability research
based on the linguistics and communication perspectives to determine the obfuscation …
based on the linguistics and communication perspectives to determine the obfuscation …
Financial reporting readability: Managerial choices versus firm fundamentals
An implicit premise of regulators and much empirical research is that financial reporting
readability (readability) substantially reflects management choices. To investigate this issue …
readability (readability) substantially reflects management choices. To investigate this issue …
Do poor and good performing companies report differently? The readability and impression management in corporate narrative documents: Evidence from Northern …
The purpose of this paper is to assess the effect of financial performance on textual features
of the CEO's statement. Specifically, given the incentives of poorly performed companies …
of the CEO's statement. Specifically, given the incentives of poorly performed companies …