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Papers
TASER: Table Agents for Schema-guided Extraction and Recommendation
EACL 2026
UniTabBank: A Large Scale Multi-Lingual, Multi-Layout, Multi-Type, Multi-Format Dataset for Table Detection
WACV 2026
Zero-Shot Table Extraction in Business Documents: A Unified Benchmark with Error Taxonomy and Ecological Analysis
WACV 2026
CISOL: An Open and Extensible Dataset for Table Structure Recognition in the Construction Industry
WACV 2025
Encoding Spreadsheets for Large Language Models
EMNLP 2024
Enhancing Vision-Language Pre-training with Rich Supervisions
CVPR 2024
TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy
NeurIPS 2024
TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement
AAAI 2024
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities
ACL 2024
Harvest – a System for Creating Structured Rate Filing Data from Filing PDFs
AAAI 2022
Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context
WACV 2021
DeepPaperComposer: A Simple Solution for Training Data Preparation for Parsing Research Papers
EMNLP 2020
The Financial Document Structure Extraction Shared task (FinToc 2020)
COLING 2020
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks
AAAI 2019