Document Analysis

Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner IJCAI 2025 ExpLay: A new Corpus Resource for the Research on Expertise as an Influential Factor on Language Production ACL 2025 Exploring Multimodal Language Models for Sustainability Disclosure Extraction: A Comparative Study NAACL 2025 Filling the Temporal Void: Recovering Missing Publication Years in the Project Gutenberg Corpus Using LLMs ACL 2025 ForCenNet: Foreground-Centric Network for Document Image Rectification ICCV 2025 From Chaotic OCR Words to Coherent Document: A Fine-to-Coarse Zoom-Out Network for Complex-Layout Document Image Translation COLING 2025 From Intentions to Techniques: A Comprehensive Taxonomy and Challenges in Text Watermarking for Large Language Models NAACL 2025 FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding COLING 2025 Generating OpenAPI Specifications from Online API Documentation with Large Language Models ACL 2025 GlyphMastero: A Glyph Encoder for High-Fidelity Scene Text Editing CVPR 2025 IL-PCSR: Legal Corpus for Prior Case and Statute Retrieval EMNLP 2025 Infogen: Generating Complex Statistical Infographics from Documents ACL 2025 Investigating Dictionary Expansion for Video-based Sign Language Dictionaries EMNLP 2025 KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding ACL 2025 LaTeXMT: Machine Translation for LaTeX Documents EMNLP 2025 LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement AAAI 2025 LAW: Legal Agentic Workflows for Custody and Fund Services Contracts COLING 2025 Let’s Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR ACL 2025 McMaster at LeWiDi-2025: Demographic-Aware RoBERTa EMNLP 2025 M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025 MSA2: Multi-task Framework with Structure-aware and Style-adaptive Character Representation for Open-set Chinese Text Recognition ICCV 2025 NarratEX Dataset: Explaining the Dominant Narratives in News Texts EMNLP 2025 Nayana OCR: A Scalable Framework for Document OCR in Low-Resource Languages NAACL 2025 Neural Document Segmentation Using Weighted Sliding Windows with Transformer Encoders COLING 2025 NOTA: Multimodal Music Notation Understanding for Visual Large Language Model NAACL 2025