Results 11 to 20 of about 2,443,556 (65)
Graph Convolution for Multimodal Information Extraction from Visually Rich Documents [PDF]
Visually rich documents (VRDs) are ubiquitous in daily business and life. Examples are purchase receipts, insurance policy documents, custom declaration forms and so on.
Xiaojing Liu+3 more
semanticscholar +1 more source
A Divide-and-Conquer Approach to the Summarization of Long Documents
We present a novel divide-and-conquer method for the neural summarization of long documents. Our method exploits the discourse structure of the document and uses sentence similarity to split the problem into an ensemble of smaller summarization problems.
Alexios Gidiotis, Grigorios Tsoumakas
semanticscholar +1 more source
Chargrid: Towards Understanding 2D Documents [PDF]
We introduce a novel type of text representation that preserves the 2D layout of a document. This is achieved by encoding each document page as a two-dimensional grid of characters.
Anoop R. Katti+6 more
semanticscholar +1 more source
Question Answering by Reasoning Across Documents with Graph Convolutional Networks [PDF]
Most research in reading comprehension has focused on answering questions based on individual documents or even single paragraphs. We introduce a neural model which integrates and reasons relying on information spread within documents and across multiple
Nicola De Cao, Wilker Aziz, Ivan Titov
semanticscholar +1 more source
Coarse-to-Fine Question Answering for Long Documents [PDF]
We present a framework for question answering that can efficiently scale to longer documents while maintaining or even improving performance of state-of-the-art models.
Eunsol Choi+5 more
semanticscholar +1 more source
PositionRank: An Unsupervised Approach to Keyphrase Extraction from Scholarly Documents
The large and growing amounts of online scholarly data present both challenges and opportunities to enhance knowledge discovery. One such challenge is to automatically extract a small set of keyphrases from a document that can accurately describe the ...
C. Florescu, Cornelia Caragea
semanticscholar +1 more source
Dynamic Documents with R and knitr
Suitable for both beginners and advanced users, this book shows you how to write reports in simple languages such as Markdown. The reports range from homework, projects, exams, books, blogs, and web pages to any documents related to statistical graphics,
Yihui Xie
semanticscholar +1 more source
Documents Without Borders: Show Me the (International) Data!
Dory Shaffer
semanticscholar +1 more source
Book Censorship in the United States: A Government Documents Story
Claudia Davidson
semanticscholar +1 more source
Documents without Borders: Beneath the Rubble
Dory Shaffer
semanticscholar +1 more source