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Collections including paper arxiv:2401.00908

Papers - Multimodal - Document Analysis

Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents

Paper • 2310.16527 • Published Oct 25, 2023 • 2
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 180
Unifying Vision, Text, and Layout for Universal Document Processing

Paper • 2212.02623 • Published Dec 5, 2022 • 11

Papers - Image - Fine-tuning

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 180
Visual Instruction Tuning

Paper • 2304.08485 • Published Apr 17, 2023 • 13
Glyph-ByT5: A Customized Text Encoder for Accurate Visual Text Rendering

Paper • 2403.09622 • Published Mar 14, 2024 • 18
Lumiere: A Space-Time Diffusion Model for Video Generation

Paper • 2401.12945 • Published Jan 23, 2024 • 85

Papers - Multimodal - Documents

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 180
DeBERTa: Decoding-enhanced BERT with Disentangled Attention

Paper • 2006.03654 • Published Jun 5, 2020 • 3
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

Paper • 2111.09543 • Published Nov 18, 2021 • 2

Papers - Image - Bounding Box

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 180
Unifying Vision, Text, and Layout for Universal Document Processing

Paper • 2212.02623 • Published Dec 5, 2022 • 11
Grounded Language-Image Pre-training

Paper • 2112.03857 • Published Dec 7, 2021 • 3
ConsistencyDet: Robust Object Detector with Denoising Paradigm of Consistency Model

Paper • 2404.07773 • Published Apr 11, 2024 • 1

Papers - Multimodal

TinyLLaVA: A Framework of Small-scale Large Multimodal Models

Paper • 2402.14289 • Published Feb 22, 2024 • 20
ImageBind: One Embedding Space To Bind Them All

Paper • 2305.05665 • Published May 9, 2023 • 5
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 180
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts

Paper • 2206.02770 • Published Jun 6, 2022 • 3

Papers - Fine-tuning - Multimodal

Aligning Large Multi-Modal Model with Robust Instruction Tuning

Paper • 2306.14565 • Published Jun 26, 2023 • 6
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 180

Large Language Model (LLM) and NLP related papers.

about 20 hours ago

LoRA+: Efficient Low Rank Adaptation of Large Models

Paper • 2402.12354 • Published Feb 19, 2024 • 6
The FinBen: An Holistic Financial Benchmark for Large Language Models

Paper • 2402.12659 • Published Feb 20, 2024 • 21
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Paper • 2402.13249 • Published Feb 20, 2024 • 13
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

Interesting LLM

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 180
unsloth/mistral-7b-instruct-v0.2-bnb-4bit

Text Generation • Updated Nov 22, 2024 • 18.5k • 32

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 180
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis

Paper • 2307.12856 • Published Jul 24, 2023 • 36

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 180

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