https://github.com/wonderseen/Commonsense-Modeling

Contain a list of papers on commonsense modeling
https://github.com/wonderseen/Commonsense-Modeling

Last synced: 3 months ago
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Contain a list of papers on commonsense modeling

• Host: GitHub
• URL: https://github.com/wonderseen/Commonsense-Modeling
• Owner: wonderseen
• License: mit
• Created: 2019-08-06T07:54:32.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-11-02T13:22:31.000Z (about 5 years ago)
• Last Synced: 2024-06-16T14:33:06.538Z (5 months ago)
• Homepage:
• Size: 21.3 MB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-Paper-List - Commonsense Modeling

README

        
# Commonsense-Modeling

a list of papers on commonsense modeling, categorized in threefold or more: 

{ *visual*, *textual*, *multimodal* } -style

## visual-style

2018 CVPR From Recognition to Cognition: Visual Commonsense Reasoning [[pdf]](https://arxiv.org/pdf/1811.10830.pdf)

2018 EMNLP Swag: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference [[pdf]](https://arxiv.org/pdf/1808.05326.pdf)

2019 CVPR Answer Them All! Toward Universal Visual Question Answering Models [[pdf]](https://arxiv.org/pdf/1903.00366.pdf)

2019 ACL Generated Question Relevant Captions to Aid Visual Question Answering [[pdf]](https://arxiv.org/pdf/1906.00513.pdf)

2019 CVPR Learning to compose dynamic tree structures for visual contexts [[pdf]](https://arxiv.org/abs/1812.01880)

2016 NAACL Stating the Obvious: Extracting Visual Common Sense Knowledge [[pdf]](http://www.cs.virginia.edu/~vicente/files/naacl2016.pdf)

## textual-style

2019 ACL COMET: Commonsense Transformersfor Automatic Knowledge Graph Construction [[pdf]](https://arxiv.org/pdf/1906.05317.pdf)

Commonsense Reasoning for Natural Language Understanding: A Survey of Benchmarks, Resources, and Approaches[[pdf]](https://arxiv.org/pdf/1904.01172.pdf)

Explain yourself: Leveraging Language Models for Commonsense Reasoning [[pdf]](https://arxiv.org/pdf/1906.02361.pdf)

## multimodal-style

2018 CVPR From Recognition to Cognition: Visual Commonsense Reasoning [[pdf]](https://arxiv.org/pdf/1811.10830.pdf)

2018 EMNLP Swag: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference [[pdf]](https://arxiv.org/pdf/1808.05326.pdf)

2018 ACL Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning [[pdf]](https://www.aclweb.org/anthology/P18-1238.pdf)

2018 NeurIPS Chain-of-Reasoning-for-Visual-Question-Answering [[pdf]](https://papers.nips.cc/paper/7311-chain-of-reasoning-for-visual-question-answering)

2019 NeurIPS Heterogeneous Graph Learning for Visual Commonsense Reasoning [[pdf]](https://arxiv.org/abs/1910.11475)

2018 SIGKDD R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering [[pdf]](https://arxiv.org/abs/1805.09701)