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Document Analysis

278 directly classified papers

Papers per year

Papers

Improving Scene Text Image Super-resolution via Dual Prior Modulation Network AAAI 2023
Exploring Stroke-Level Modifications for Scene Text Editing AAAI 2023
Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document Understanding EMNLP 2023
ESTextSpotter: Towards Better Scene Text Spotting with Explicit Synergy in Transformer ICCV 2023
Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding ACL 2023
QueryForm: A Simple Zero-shot Form Entity Query Framework ACL 2023
M2C: Towards Automatic Multimodal Manga Complement EMNLP 2023
LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder EMNLP 2023
Evaluating Out-of-Distribution Performance on Document Image Classifiers NIPS 2022
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents COLING 2022
Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings COLING 2022
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis COLING 2022
GMN: Generative Multi-modal Network for Practical Document Information Extraction NAACL 2022
Language-Independent Approach for Morphological Disambiguation COLING 2022
C3-STISR: Scene Text Image Super-resolution with Triple Clues IJCAI 2022
Category-Specific Nuance Exploration Network for Fine-Grained Object Retrieval AAAI 2022
TDv2: A Novel Tree-Structured Decoder for Offline Mathematical Expression Recognition AAAI 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding ACL 2022
OCR Improves Machine Translation for Low-Resource Languages ACL 2022
XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding ACL 2022
Long Text and Multi-Table Summarization: Dataset and Method EMNLP 2022
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding EMNLP 2022
A Benchmark and Dataset for Post-OCR text correction in Sanskrit EMNLP 2022
Towards End-to-End Unified Scene Text Detection and Layout Analysis CVPR 2022