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 …

Information extraction

J Cowie, W Lehnert - Communications of the ACM, 1996 - dl.acm.org
W endy L ehnert that is more readily digested and analyzed. It isolates relevant text
fragments, extracts relevant information from the fragments, and then pieces together the …

[LLIBRE][B] Text-based intelligent systems: Current research and practice in information extraction and retrieval

PS Jacobs - 2014 - api.taylorfrancis.com
The symposium on which this volume was based brought together approximately fifty
scientists from a variety of backgrounds to discuss the rapidly-emerging set of competing …

Information extraction: Beyond document retrieval

R Gaizauskas, Y Wilks - Journal of documentation, 1998 - emerald.com
In this paper we give a synoptic view of the growth of the text processing technology of
information extraction (IE) whose function is to extract information about a pre‐specified set …

SCISOR: Extracting information from on-line news

PS Jacobs, LF Rau - Communications of the ACM, 1990 - dl.acm.org
The future of natural language text processing is examined in the SCISOR prototype.
Drawing on artificial intelligence techniques, and applying them to financial news items, this …

Where's the AI?

RC Schank - AI magazine, 1991 - ojs.aaai.org
I survey four viewpoints about what AI is. I describe a program exhibiting AI as one that can
change as a result of interactions with the user. Such a program would have to process …

[PDF][PDF] Automatic extraction of facts from press releases to generate news stories

PM Andersen, PJ Hayes, SP Weinstein… - Third conference on …, 1992 - aclanthology.org
While complete understanding of arbitrary input text remains in the future, it is currently
possible to construct natural language processing systems that provide a partial …

Information extraction from text intensive and visually rich banking documents

B Oral, E Emekligil, S Arslan, G Eryiǧit - Information Processing & …, 2020 - Elsevier
Document types, where visual and textual information plays an important role in their
analysis and understanding, pose a new and attractive area for information extraction …

Tcs: a shell for content-based text categorization

PJ Hayes, PM Andersen, IB Nirenburg… - Sixth conference on …, 1990 - ieeexplore.ieee.org
The kind of application that the text categorization shell, TCS, can produce is characterized.
Many of its applications have great commercial value. The design goals for TCS are …

Recent trends in named entity recognition (ner)

A Roy - arxiv preprint arxiv:2101.11420, 2021 - arxiv.org
The availability of large amounts of computer-readable textual data and hardware that can
process the data has shifted the focus of knowledge projects towards deep learning …