document information extraction

11 papers

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Also known as

DIE

Co-occurring keywords

large language model (12755) named entity recognition (2801) information extraction (1071) entity extraction (257) optical character recognition (210) document extraction (9) relation extraction (915) in-context learning (1369) positional encoding (180) graph convolutional network (657)

Papers

OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets EACL 2026

SAIL: Sample-Centric In-Context Learning for Document Information Extraction AAAI 2025

DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025

DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations ACL 2025

DocIE@XLLM25: UIEPrompter: A Unified Training-Free Framework for universal document-level information extraction via Structured Prompt ACL 2025

Language, OCR, Form Independent (LOFI) pipeline for Industrial Document Information Extraction EMNLP 2024

LMDX: Language Model-based Document Information Extraction and Localization ACL 2024

ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction ICCV 2023

GMN: Generative Multi-modal Network for Practical Document Information Extraction NAACL 2022

ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction ACL 2021

ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction IJCNLP 2021