Document Analysis for Literature Search
Towards Document Panoptic Segmentation with Pinpoint Accuracy: Method and Evaluation
A Math Formula Extraction and Evaluation Framework for PDF Documents
Toward Automatic Interpretation of 3D Plots
Document Summarization and Translation
Can Text Summarization Enhance the Headline Stance Detection Task? Benefits and Drawbacks
The Biased Coin Flip Process for Nonparametric Topic Modeling.-CoMSum and SIBERT: A Dataset and Neural Model for Query-Based Multi-Document Summarization
RTNet: An End-to-End Method for Handwritten Text Image Translation
NTable: A Dataset for Camera-based Table Detection
Multimedia document analysis
Label Selection Algorithm Based on Boolean Interpolative Decomposition with Sequential Backward Selection for Multi-label Classification
GSSF: A Generative Sequence Similarity Function based on a Seq2Seq model for clustering online handwritten mathematical answers
C2VNet: A Deep Learning Framework Towards Comic Strip to Audio-Visual Scene Synthesis
LSTMVAEF: Vivid Layout via LSTM-based Variational Autoencoder Framework
Mobile Text Recognition
HCRNN: A Novel Architecture for Fast Online Handwritten Stroke Classification
RFDoc: memory efficient local descriptors for ID documents localization and classification
Dynamic Receptive Field Adaptation for Attention-Based Text Recognition
Context-Free TextSpotter for Real-Time and Mobile End-to-End Text Detection and Recognition
MIDV-LAIT: a challenging dataset for recognition of IDs with Perso-Arabic, Thai, and Indian scripts, . Determining optimal frame processing strategies for real-time document recognition systems
Document Analysis for Social Good
Embedded Attributes for Cuneiform Sign Spotting
Date Estimation in the Wild of Scanned Historical Photos: An Image Retrieval Approach
Two-Step Fine-Tuned Convolutional Neural Networks for Multi-Label Classification of Children's Drawings
DCINN: Deformable Convolution and Inception Based Neural Network for Tattoo Text Detection through Skin Region
Sparse Document Analysis using Beta-Liouville Naive Bayes with Vocabulary Knowledge
Automatic Signature-based Writer Identification in Mixed-script Scenarios
Indexing and Retrieval of Documents
Indexing and Retrieval of Documents
Learning to Rank Words: Optimizing Ranking Metrics for Word Spotting
A-VLAD: An End-to-End Attention-based Neural Network for Writer Identification in Historical Documents
Manga-MMTL: multimodal multitask transfer learning for manga character analysis
Probabilistic Indexing and Search for Hyphenated Words
Physical and Logical Layout Analysis
SandSlide: Automatic Slideshow Normalization
Digital Editions as Distant Supervision for Layout Analysis of Printed Books
Palmira: A Deep Deformable Network for Instance Segmentation of Dense and Uneven Layouts in Handwritten Manuscripts
Page Layout Analysis System for Unconstrained Historic Documents
Improved Graph Methods for Table Layout Understanding
Unsupervised learning of text line segmentation by differentiating coarse patterns
Recognition of Tables and Formulas
Rethinking Table Structure Recognition Using Sequence Labeling Methods
TabLeX: A Benchmark Dataset for Structure and Content Information Extraction from Scientific Tables
Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer
TabAug: Data Driven Augmentation for Enhanced Table Structure Recognition
An Encoder-Decoder Approach to Handwritten Mathematical Expression Recognition with Multi-Head Attention and Stacked Decoder
Global Context for improving recognition of Online Handwritten Mathematical Expressions
Image-based Relation Classification Approach for Table Structure Recognition
Image to LaTeX with Graph Neural Network for Mathematical Formula Recognition
NLP for Document Understanding
A Novel Method for Automated Suggestion of Similar Software Incidents using 2-Stage Filtering: Findings on Primary Data
Research on pseudo-label technology for multi-label news classification
Information Extraction from Invoices
Are You Really Complaining? A Multi-task Framework for Complaint Identification, Emotion and Sentiment Classification
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer
Data Centric Domain Adaptation for Historical Text with OCR Errors
Temporal Ordering of Events via Deep Neural Networks
Document Collection Visual Question Answering
Dialogue Act Recognition using Visual Information
Are End-to-End Systems Really Necessary for NER on Handwritten Document Images?
Training Bi-Encoders for Word Sense Disambiguation
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction
Consideration of the word's neighborhood in GATs for information extraction in semi-structured documents.