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Collections including paper arxiv:2401.02823

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

Paper • 2401.00908 • Published Dec 31, 2023 • 178
DocGraphLM: Documental Graph Language Model for Information Extraction

Paper • 2401.02823 • Published Jan 5 • 34
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents

Paper • 2312.01279 • Published Dec 3, 2023 • 3
SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models

Paper • 2311.07575 • Published Nov 13, 2023 • 13

Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4 • 61
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 178
LLaMA Beyond English: An Empirical Study on Language Capability Transfer

Paper • 2401.01055 • Published Jan 2 • 53
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning

Paper • 2401.01325 • Published Jan 2 • 26

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

Paper • 2401.00908 • Published Dec 31, 2023 • 178
Learning Vision from Models Rivals Learning Vision from Data

Paper • 2312.17742 • Published Dec 28, 2023 • 15
PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation

Paper • 2312.17276 • Published Dec 27, 2023 • 15
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache

Paper • 2401.02669 • Published Jan 5 • 14

Interesting datasets for Dewey

GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 182
Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models

Paper • 2312.02969 • Published Dec 5, 2023 • 12
Axiomatic Preference Modeling for Longform Question Answering

Paper • 2312.02206 • Published Dec 2, 2023 • 7
Alignment for Honesty

Paper • 2312.07000 • Published Dec 12, 2023 • 11

Text to image papers

UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs

Paper • 2311.09257 • Published Nov 14, 2023 • 45
VideoPoet: A Large Language Model for Zero-Shot Video Generation

Paper • 2312.14125 • Published Dec 21, 2023 • 44
TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones

Paper • 2312.16862 • Published Dec 28, 2023 • 30
VideoDrafter: Content-Consistent Multi-Scene Video Generation with LLM

Paper • 2401.01256 • Published Jan 2 • 19

Document parsing

DSG: An End-to-End Document Structure Generator

Paper • 2310.09118 • Published Oct 13, 2023 • 2
OCR-free Document Understanding Transformer

Paper • 2111.15664 • Published Nov 30, 2021 • 2
DocParser: End-to-end OCR-free Information Extraction from Visually Rich Documents

Paper • 2304.12484 • Published Apr 24, 2023 • 1
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration

Paper • 2309.01131 • Published Sep 3, 2023 • 1

Knowledge graph

Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs

Paper • 2309.03118 • Published Sep 6, 2023 • 2
Head-to-Tail: How Knowledgeable are Large Language Models (LLM)? A.K.A. Will LLMs Replace Knowledge Graphs?

Paper • 2308.10168 • Published Aug 20, 2023 • 2
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

Paper • 2308.09729 • Published Aug 17, 2023 • 4
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models

Paper • 2110.07178 • Published Oct 14, 2021 • 1

UI Layout Generation with LLMs Guided by UI Grammar

Paper • 2310.15455 • Published Oct 24, 2023 • 2
You Only Look at Screens: Multimodal Chain-of-Action Agents

Paper • 2309.11436 • Published Sep 20, 2023 • 1
Never-ending Learning of User Interfaces

Paper • 2308.08726 • Published Aug 17, 2023 • 1
LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 65

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