awesome-ai
Awesome list for all things AI, ML and deep learning
https://github.com/MRCIEU/awesome-ai
Last synced: about 24 hours ago
JSON representation
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Tutorials
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Research papers / blog articles
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NLP: methods
- Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A.N., Kaiser, Ł. and Polosukhin, I., 2017. Attention is all you need. In Advances in neural information processing systems (pp. 5998-6008).
- The illustrated GPT-2 (Visulaizing Transformer Language Models)
- Searching for Answer Candidate Passages with Solr and Anserini
- Searching for Answer Candidate Passages with Solr and Anserini
- Parikh, A.P., Täckström, O., Das, D. and Uszkoreit, J., 2016. A decomposable attention model for natural language inference. arXiv preprint arXiv:1606.01933.
- Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A.N., Kaiser, Ł. and Polosukhin, I., 2017. Attention is all you need. In Advances in neural information processing systems (pp. 5998-6008).
- Devlin, J., Chang, M.W., Lee, K. and Toutanova, K., 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805.
- Subramanian et al., 2019. On extractive and abstractive neural document summarization with transformer language models
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NLP: applications
- Wang et al., 2018. Ontology Alignment in the Biomedical Domain Using Entity Definitions and Context
- Wang et al., 2019., Extracting evidence of supplement-drug interactions from literature
- Wang et al., 2018. Ontology Alignment in the Biomedical Domain Using Entity Definitions and Context
- Wang et al., 2019., Extracting evidence of supplement-drug interactions from literature
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Transformer applications
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Tooling
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Awesome lists
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Knowledge graph
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General
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Frameworks / ecosystems
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Awesome papers
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NLP
- nlp-roadmap
- NLP-progress
- awesome-nlp
- awesome-bert
- awesome-word2vec
- awesome-embedding-models
- neural relation extraction (NRE)
- machine reading comprehension
- network representation learning (NRL) / network embedding (NE)
- knowledge representation learning (KRL) / knowledge embedding (KE)
- NCBI BioNLP Research Group (PI: Zhiyong Lu)
- thunlp
- the super duper NLP repo
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Graph theory
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Notebooks
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Programming Languages
Sub Categories
Keywords
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deep-learning
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awesome
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awesome-list
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paper-list
5
nlp
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natural-language-processing
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network-embedding
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deep-learning-tutorial
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knowledge-graph
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python
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deep-neural-networks
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list
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neural-network
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papers
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neural-networks
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graph-neural-networks
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node2vec
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arxiv
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bert
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computer-vision
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reading-comprehension
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facebook
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graph-database
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