Lei Cui

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authored 20 papers 13 days ago

Language Is Not All You Need: Aligning Perception with Language Models

Paper • 2302.14045 • Published Feb 27, 2023

LayoutLM: Pre-training of Text and Layout for Document Image Understanding

Paper • 1912.13318 • Published Dec 31, 2019 • 4

DocBank: A Benchmark Dataset for Document Layout Analysis

Paper • 2006.01038 • Published Jun 1, 2020

TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering

Paper • 2311.16465 • Published Nov 28, 2023 • 2

LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding

Paper • 2012.14740 • Published Dec 29, 2020 • 2

LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding

Paper • 2104.08836 • Published Apr 18, 2021

LayoutReader: Pre-training of Text and Layout for Reading Order Detection

Paper • 2108.11591 • Published Aug 26, 2021 • 1

TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models

Paper • 2109.10282 • Published Sep 21, 2021 • 11

MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding

Paper • 2110.08518 • Published Oct 16, 2021 • 2

DiT: Self-supervised Pre-training for Document Image Transformer

Paper • 2203.02378 • Published Mar 4, 2022 • 2

LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking

Paper • 2204.08387 • Published Apr 18, 2022 • 5

Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models

Paper • 2404.03622 • Published Apr 4, 2024 • 5

XDoc: Unified Pre-training for Cross-Format Document Understanding

Paper • 2210.02849 • Published Oct 6, 2022

TableBank: A Benchmark Dataset for Table Detection and Recognition

Paper • 1903.01949 • Published Mar 5, 2019

RedStone: Curating General, Code, Math, and QA Data for Large Language Models

Paper • 2412.03398 • Published Dec 4, 2024 • 2

MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark

Paper • 2412.15194 • Published Dec 19, 2024 • 1

PEACE: Empowering Geologic Map Holistic Understanding with MLLMs

Paper • 2501.06184 • Published Jan 10

Think Only When You Need with Large Hybrid-Reasoning Models

Paper • 2505.14631 • Published May 20 • 20

Model as a Game: On Numerical and Spatial Consistency for Generative Games

Paper • 2503.21172 • Published Mar 27

Geometric-Mean Policy Optimization

Paper • 2507.20673 • Published Jul 28 • 31