This paper introduces a new information extraction model for business documents. Different
from prior studies which only base on span extraction or sequence labeling, the model takes …

The task of Emotion-Cause Pair Extraction (ECPE) aims to extract all potential emotion-
cause pairs of a document without any annotation of emotion or cause clauses. Previous …

Key Information Extraction (KIE) is aimed at extracting structured information (eg key-value
pairs) from form-style documents (eg invoices), which makes an important step towards …

We propose value retrieval with arbitrary queries for form-like documents to reduce human
effort of processing forms. Unlike previous methods that only address a fixed set of field …

Abstract Successful Artificial Intelligence systems often require numerous labeled data to
extract information from document images. In this paper, we investigate the problem of …

Inefficiencies in manual extraction of information from business documents have resulted in
the development of automated processing solutions. Within the scope of business …