Various pretrained models for analyzing documents. These need to be fine-tuned for a task
Nicholas Broad
nbroad
AI & ML interests
None yet
Recent Activity
updated
a dataset about 8 hours ago
nbroad/hf-inference-providers-data upvoted a collection 2 days ago
Qwen3.5 liked
a dataset 3 days ago
uv-scripts/ocr Organizations
summarization
Models, papers, datasets for summarization
-
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
Paper • 2309.04269 • Published • 34 -
Benchmarking Large Language Models for News Summarization
Paper • 2301.13848 • Published • 1 -
google/pegasus-xsum
Summarization • Updated • 290k • • 217 -
google/pegasus-x-large
Updated • 169 • 20
financial 💰
models, datasets, spaces, papers related to financial use cases
-
human-centered-summarization/financial-summarization-pegasus
Summarization • 0.6B • Updated • 3.56k • • 141 -
ProsusAI/finbert
Text Classification • Updated • 5.76M • • 1.09k -
nbroad/ESG-BERT
Text Classification • 0.1B • Updated • 2.08k • • 70 -
takala/financial_phrasebank
Updated • 8.07k • 247
pretraining
Document Models (Fine-tuned)
-
naver-clova-ix/donut-base-finetuned-cord-v2
Image-to-Text • Updated • 66.1k • 116 -
google/pix2struct-docvqa-base
Visual Question Answering • 0.3B • Updated • 2.07k • 44 -
google/pix2struct-docvqa-large
Visual Question Answering • Updated • 300 • 32 -
google/pix2struct-screen2words-base
Visual Question Answering • Updated • 48 • 25
attention and long context
Code Models
Models for generating and analyzing code
Detect AI Generated Text
A collection of papers about detecting text generated by AI
-
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
Paper • 2301.11305 • Published • 2 -
Ghostbuster: Detecting Text Ghostwritten by Large Language Models
Paper • 2305.15047 • Published • 2 -
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text
Paper • 2306.05540 • Published -
A Survey on LLM-generated Text Detection: Necessity, Methods, and Future Directions
Paper • 2310.14724 • Published • 1
Document Models (Pretrained)
Various pretrained models for analyzing documents. These need to be fine-tuned for a task
Document Models (Fine-tuned)
-
naver-clova-ix/donut-base-finetuned-cord-v2
Image-to-Text • Updated • 66.1k • 116 -
google/pix2struct-docvqa-base
Visual Question Answering • 0.3B • Updated • 2.07k • 44 -
google/pix2struct-docvqa-large
Visual Question Answering • Updated • 300 • 32 -
google/pix2struct-screen2words-base
Visual Question Answering • Updated • 48 • 25
summarization
Models, papers, datasets for summarization
-
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
Paper • 2309.04269 • Published • 34 -
Benchmarking Large Language Models for News Summarization
Paper • 2301.13848 • Published • 1 -
google/pegasus-xsum
Summarization • Updated • 290k • • 217 -
google/pegasus-x-large
Updated • 169 • 20
attention and long context
financial 💰
models, datasets, spaces, papers related to financial use cases
-
human-centered-summarization/financial-summarization-pegasus
Summarization • 0.6B • Updated • 3.56k • • 141 -
ProsusAI/finbert
Text Classification • Updated • 5.76M • • 1.09k -
nbroad/ESG-BERT
Text Classification • 0.1B • Updated • 2.08k • • 70 -
takala/financial_phrasebank
Updated • 8.07k • 247
Code Models
Models for generating and analyzing code
pretraining
Detect AI Generated Text
A collection of papers about detecting text generated by AI
-
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
Paper • 2301.11305 • Published • 2 -
Ghostbuster: Detecting Text Ghostwritten by Large Language Models
Paper • 2305.15047 • Published • 2 -
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text
Paper • 2306.05540 • Published -
A Survey on LLM-generated Text Detection: Necessity, Methods, and Future Directions
Paper • 2310.14724 • Published • 1