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Collections including paper arxiv:2309.10952

Language models are weak learners

Paper • 2306.14101 • Published Jun 25, 2023 • 10
Large Language Models as Tax Attorneys: A Case Study in Legal Capabilities Emergence

Paper • 2306.07075 • Published Jun 12, 2023 • 10
TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT

Paper • 2307.08674 • Published Jul 17, 2023 • 48
Nougat: Neural Optical Understanding for Academic Documents

Paper • 2308.13418 • Published Aug 25, 2023 • 41

LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 66
Beyond Document Page Classification: Design, Datasets, and Challenges

Paper • 2308.12896 • Published Aug 24, 2023 • 1
microsoft/OmniParser

Image-Text-to-Text • Updated Dec 2, 2024 • 497 • 1.7k

DocGraphLM: Documental Graph Language Model for Information Extraction

Paper • 2401.02823 • Published Jan 5, 2024 • 36
Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4, 2024 • 65
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration

Paper • 2309.01131 • Published Sep 3, 2023 • 1

Generative Multiple Modality

Random Field Augmentations for Self-Supervised Representation Learning

Paper • 2311.03629 • Published Nov 7, 2023 • 10
TEAL: Tokenize and Embed ALL for Multi-modal Large Language Models

Paper • 2311.04589 • Published Nov 8, 2023 • 23
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs

Paper • 2311.04901 • Published Nov 8, 2023 • 11
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Paper • 2311.06783 • Published Nov 12, 2023 • 28

Creative Robot Tool Use with Large Language Models

Paper • 2310.13065 • Published Oct 19, 2023 • 9
CodeCoT and Beyond: Learning to Program and Test like a Developer

Paper • 2308.08784 • Published Aug 17, 2023 • 5
Lemur: Harmonizing Natural Language and Code for Language Agents

Paper • 2310.06830 • Published Oct 10, 2023 • 34
CodePlan: Repository-level Coding using LLMs and Planning

Paper • 2309.12499 • Published Sep 21, 2023 • 79

Document Understanding

LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 66

LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 66
Lianglab/PharmBERT-cased

Fill-Mask • Updated Jun 23, 2023 • 12 • 1

LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 66

UI Layout Generation with LLMs Guided by UI Grammar

Paper • 2310.15455 • Published Oct 24, 2023 • 3
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 • 2
LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 66

Dataset generation

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

Paper • 2310.13961 • Published Oct 21, 2023 • 5
ZeroGen: Efficient Zero-shot Learning via Dataset Generation

Paper • 2202.07922 • Published Feb 16, 2022 • 1
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models

Paper • 2310.13671 • Published Oct 20, 2023 • 19
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs

Paper • 2309.09582 • Published Sep 18, 2023 • 4

Language models are weak learners

Paper • 2306.14101 • Published Jun 25, 2023 • 10
Large Language Models as Tax Attorneys: A Case Study in Legal Capabilities Emergence

Paper • 2306.07075 • Published Jun 12, 2023 • 10
TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT

Paper • 2307.08674 • Published Jul 17, 2023 • 48
Nougat: Neural Optical Understanding for Academic Documents

Paper • 2308.13418 • Published Aug 25, 2023 • 41

Document Understanding

LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 66

LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 66
Beyond Document Page Classification: Design, Datasets, and Challenges

Paper • 2308.12896 • Published Aug 24, 2023 • 1
microsoft/OmniParser

Image-Text-to-Text • Updated Dec 2, 2024 • 497 • 1.7k

LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 66
Lianglab/PharmBERT-cased

Fill-Mask • Updated Jun 23, 2023 • 12 • 1

DocGraphLM: Documental Graph Language Model for Information Extraction

Paper • 2401.02823 • Published Jan 5, 2024 • 36
Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4, 2024 • 65
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration

Paper • 2309.01131 • Published Sep 3, 2023 • 1

LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 66

Generative Multiple Modality

Random Field Augmentations for Self-Supervised Representation Learning

Paper • 2311.03629 • Published Nov 7, 2023 • 10
TEAL: Tokenize and Embed ALL for Multi-modal Large Language Models

Paper • 2311.04589 • Published Nov 8, 2023 • 23
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs

Paper • 2311.04901 • Published Nov 8, 2023 • 11
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models

Paper • 2311.06783 • Published Nov 12, 2023 • 28

UI Layout Generation with LLMs Guided by UI Grammar

Paper • 2310.15455 • Published Oct 24, 2023 • 3
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 • 2
LMDX: Language Model-based Document Information Extraction and Localization

Paper • 2309.10952 • Published Sep 19, 2023 • 66

Creative Robot Tool Use with Large Language Models

Paper • 2310.13065 • Published Oct 19, 2023 • 9
CodeCoT and Beyond: Learning to Program and Test like a Developer

Paper • 2308.08784 • Published Aug 17, 2023 • 5
Lemur: Harmonizing Natural Language and Code for Language Agents

Paper • 2310.06830 • Published Oct 10, 2023 • 34
CodePlan: Repository-level Coding using LLMs and Planning

Paper • 2309.12499 • Published Sep 21, 2023 • 79

Dataset generation

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

Paper • 2310.13961 • Published Oct 21, 2023 • 5
ZeroGen: Efficient Zero-shot Learning via Dataset Generation

Paper • 2202.07922 • Published Feb 16, 2022 • 1
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models

Paper • 2310.13671 • Published Oct 20, 2023 • 19
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs

Paper • 2309.09582 • Published Sep 18, 2023 • 4

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