Scorpio1024/Research_Papers

:mortar_board: This repository is used to record some papers I have read and paper notes I have taken.

RP (Research Papers)

Conference List

• AAAI
  • AAAI 2019 Notes (Honolulu, HI, USA) --- from David Abel
• IJCAI
• ACL
• EMNLP
• NAACL
  • NAACL 2019 Best Papers
• COLING
• ICLR
  • ICLR 2019 Notes (New Orleans, LA, USA) --- from David Abel
• ICML
  • ICML 2019 Notes (Long Beach, CA, USA) --- from David Abel
• NeurIPS
• CVPR
• ECCV
• ICCV
• SIGGRAPH
• SIGKDD
• ICASSP
• INTERSPEECH
• AISTATS
• COLT

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Must-Read Papers List

• Reading List for Topics in Multimodal Machine Learning
• Machine Translation Reading List
• Must-read papers on graph neural networks (GNN)
• Must-read papers on network representation learning (NRL) / network embedding (NE)
• Must-read papers on Machine Reading Comprehension
• Must-read papers on neural relation extraction (NRE)
• Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)
• Must-read papers on Sememe Computation
• Meta Learning/ Learning to Learn/ One Shot Learning/ Lifelong Learning Papers

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AI Lab & Team

• Google AI
• Google Brain
• DeepMind
• MSRA
• FAIR
• CMU: AI
• MIT: CSAIL
• Stanford: SAIL
• UC Berkeley: BAIR
• UIUC: AI
• Montreal: MILA
• Edinburgh NLP
• Stanford NLP
• THU NLP
• Lanco PKU
• Facebook Research

About Multimodal

• Tutorial on Multimodal Machine Learning (ACL2017) --- from CMU MultiComp Lab
• Multimodal Machine Learning: A Survey and Taxonomy (TPAMI2019) --- from CMU & Microsoft
• CMU --- MultiComp Lab
• NTU --- SenticNet Team
• MIT --- SYNTHETIC INTELLIGENCE LABORATORY
• SenticNet GitHub
• Papers With Code --- Multimodal Sentiment Analysis

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Paper Writing Related

• Overleaf
• Tables Generator
• Excel2Latex
• Codecogs
• LaTeX Handwritten
• Draw.io
• iLovePDF
• Paper Writing Proofreading Tools Collection
• Paper Tips And Tricks
• Mathpix Snip

Code Reproduce

• GitXiv
• State Of The Art.AI
• Papers with Code
• Stack Overflow

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Selected Links

News!

• THE GODFATHERS OF THE AI BOOM WIN COMPUTING’S HIGHEST HONOR

CS Ranking/TopConf Ranking

• CSRankings: Computer Science Rankings
• TopConf Ranking

Paper Search

• Google Scholar
• Semantic Scholar
• ArXiv
• Arxiv Sanity Preserver

Trending Trace

• PaperWeekly
• Academia
• ResearchGate
• Synced
• Reddit
• Alexa
• Tracking Progress in Natural Language Processing

Best Paper & Papers We Love

• Best Paper Awards in Computer Science (since 1996)
• Papers-We-Love

AI Conference Deadlines

• 2018-2019 International Conferences in Artificial Intelligence, Computer Vision, Data Mining and Natural Language Processing
• 2019-2020 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics
• AI Conference Deadlines
• Upcoming Conferences

Dataset

• Dataset Search
• Dataset List

Interesting Organizations

• Open AI
• Hugging Face
• Rasa
• Source Themes

Course Materials

• cmu11-485/785
• cs224n
• cs224u
• cs231n
• cs229n
• cs229t

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Acknowledgements

About Must-Read Papers List

• @THUNLP --- Thanks for THUNLP's Contributions.
• @THUNLP-MT --- Thanks for THUNLP-MT's Contributions.

About Multimodal

• @MultiComp Lab --- Thanks for CMU MultiComp Lab's Contributions.
• @SenticNet --- Thanks for NTU SenticNet's Contributions.

About Code Reproduce

• @GitXiv --- Thanks for GitXiv's Contributions.
• @Papers with Code --- Thanks for Papers with Code's Contributions.
• @State Of The Art.AI --- Thanks for State Of The Art.AI's Contributions.