- link: https://arxiv.org/
- link: https://paperswithcode.com/
- note: ranked lists of researches with codes in various machine learning domains, according to github stars.
- link: https://openreview.net/
- note: open peer review, open publishing, open access, open discussion, open recommendations, open directory, open api, open source.
- link: https://www.connectedpapers.com/
- note: a unique, visual tool to help researchers and applied scientists find and explore papers relevant to their field of work.
- link: https://hyper.ai/ / open datasets: https://hyper.ai/datasets
- link: https://github.com/labmlai/
- website: https://labml.ai/
- note: Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), reinforcement learning (ppo, dqn), capsnet, distillation, ...
- link: https://github.com/fissoreg/papers-search
- author: Giancarlo Fissore
- note: neural search engine for AI papers.
- link: https://github.com/GeoffreyChen777/paperlib
- author: GeoffreyChen777
- note: an open-source simple academic paper management tool for computer science.
- link: https://github.com/MLNLP-World/SimBiber
- author: MLNLP-World
- note: a tool to simplify the official citation infomation to a shorter version.
- extra: AI-Paper-Collector
- link: https://github.com/MLNLP-World/MyArxiv
- demo: https://mlnlp-world.github.io/MyArxiv/
- author: MLNLP
- keywords: 提供Arxiv个性化定制化模版，实现对特定领域的相关内容、作者与学术会议的有效跟进，将Arxiv定制化为MyArxiv。
- link: https://github.com/causalNLP/AI-Scholar
- author: CausalNLP
- note: 78K Google Scholars data and 100K random samples from the 2.6M papers.
- website: https://arxivxplorer.com/
- author: OpenAI
- note: the Semantic Search Engine for ArXiv.
- blog:
- New and Improved Embedding Model | OpenAI 2022-12-15
- 可以用ChatGPT搜索论文了 | Datawhale 2023-01-13
- website: https://typeset.io/
- author: SciSpace group
- note: popular papers to serach and read
- website(example): https://huggingface.co/papers/2211.05100
- website(Zapier): https://zapier.com/apps/hugging-face/integrations
- blog:
- Hugging Papers 来啦，快来认领你的论文! | Hugging Face 2023-03-31
- website: https://papers.cool
- author: 苏剑林
- blog:
- 写了个刷论文的辅助网站：Cool Papers | 科学空间 2023-12-25
- link: https://huggingface.co/
- link: https://sota.jiqizhixin.com/
- author: 机器之心
- note: 追踪AI技术进展，实践先进AI算法的社区
- link: https://www.stateoftheart.ai/
- note: collections of the SOTA codes and papers of 7 main machine learning domains.
- link: https://modelzoo.co/
- note: collections of useful machine learning models and frameworks.
- link: https://github.com/yongzhuo/Macadam
- author: yongzhuo
- note: a NLP liburary based on Tensorflow(Keras) and bert4keras for sequence-labeling, text-classification, relation-extraction.
- link: https://github.com/rsanshierli/EasyBert
- author: rsanshierli
- note: bert-based nlp implementation in pytorch.
- link: https://aclanthology.info/
- note: infomation for ACL
- link: https://github.com/sebastianruder/NLP-progress
- website: https://nlpprogress.com/
- author: Sebastian Ruder
- note: repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
- link: https://github.com/crownpku/awesome-chinese-nlp
- note: a curated list of resources for NLP (Natural Language Processing) for Chinese.
- link: https://github.com/husthuke/awesome-knowledge-graph
- author: hooke
- note: a well-organized knowledge-graph learning source list including organizations, researchers, education vedios, conferences, competitions, etc.
- link: https://github.com/baojie/leansemanticweb
- author: baojie
- note: a source of syllabus and bibliography for learning semantic web knowledge.
- link: https://github.com/memect/kg-beijing
- author: Memect
- wiki: https://github.com/memect/kg-beijing/wiki
- note: a group learning project for knowledge graph.
- link: https://github.com/npubird/KnowledgeGraphCourse
- author: Peng Wang
- note: a systematic course about knowledge graph for graduate students, interested researchers and engineers.
- link: https://github.com/BDBC-KG-NLP/IE-Survey
- author: BDBC KG&NLP
- note: information extraction survey (tasks, datasets, researches & applications) by BU NLP.
- link: https://github.com/NiuTrans/ABigSurvey
- author: NiuTrans Open Source
- note: hundreds of survey papers on Natural Language Processing (NLP) and Machine Learning (ML).
- link: https://github.com/GEM-benchmark/NL-Augmenter
- author: GEM-benchmark
- note: a collaborative effort intended to add transformations of datasets dealing with natural language.
- link: https://opensource.guide/
- note: how to make your project in github attractive.
- link: https://datasetsearch.research.google.com/
- paper: Google Dataset Search: Building a search engine for datasets in an open Web ecosystem.
- author: Google AI
- blog: 谷歌出品，数据集搜索引擎上线了！ | 夕小瑶的卖萌屋 2023-01-06
- note: a dataset-discovery tool that provides search capabilities over potentially all datasets published on the Web.
- link: https://www.wikibinge.com/
- note: discover how all things are vaguely connected.