key information extraction

UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents ACL 2026 A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding ACL 2025 FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models EMNLP 2025 P²Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts ACL 2025 PM3-KIE: A Probabilistic Multi-Task Meta-Model for Document Key Information Extraction ACL 2025 TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages EMNLP 2025 AliGATr: Graph-based layout generation for form understanding EMNLP 2024 OmniParser: A Unified Framework for Text Spotting Key Information Extraction and Table Recognition CVPR 2024 “What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs EMNLP 2024 GenKIE: Robust Generative Multimodal Document Key Information Extraction EMNLP 2023 Identifying ESG Impact with Key Information AACL 2023 SynthNID: Synthetic Data to Improve End-to-end Bangla Document Key Information Extraction EMNLP 2023 VBD-NLP at BioLaySumm Task 1: Explicit and Implicit Key Information Selection for Lay Summarization on Biomedical Long Documents ACL 2023 VKIE: The Application of Key Information Extraction on Video Text EMNLP 2023 BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents AAAI 2022 Key Information Extraction in Purchase Documents using Deep Learning and Rule-based Corrections COLING 2022