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NLPer-Conferences-Journals-Survey
本文旨在调查所有可用的 NLP+AI 会议和期刊(主要针对自然语言处理的学者),包括CCF等级、SCI、影响因子、主页和投稿介绍。 此处建议同学们早点想想未来走什么方向(比如教职/互联网/出国),就要决定自己是要投期刊,还是会议,还是追求影响因子。
衷心祝愿您的论文被接受。我也将本文已经发布到GitHub,欢迎来点 ~也欢迎贡献你所知道的会议期刊。
https://github/IndexFziQ/NLPer-Conferences-Journals-Survey
NLP+AI Conferences
CCF-A
Name | Full Name | Area |
---|---|---|
ACL | Annual Meeting of the Association for Computational Linguistics | NLP |
AAAI | AAAI Conference on Artificial Intelligence | AI |
IJCAI | International Joint Conference on Artificial Intelligence | AI |
ICML | International Conference on Machine Learning | ML, AI |
NeuraIPS | Annual Conference on Neural Information Processing Systems | AI, DL |
CCF-B
Name | Full Name | Area |
---|---|---|
EMNLP | Conference on Empirical Methods in Natural Language Processing | NLP |
COLING | International Conference on Computational Linguistics | NLP |
ICASSP | The International Conference on Acoustics, Speech, & Signal Processing | Speech, NLP |
ECAI | European Conference on Artificial Intelligence | AI, NLP |
CCF-C
Name | Full Name | Area |
---|---|---|
NAACL | The Annual Conference of the North American Chapter of the Association for Computational Linguistics | NLP |
CoNLL | Conference on Natural Language Learning | NLP |
KSEM | International conference on Knowledge Science,Engineering and Management | NLP |
IJCNN | International Joint Conference on Neural Networks | AI, NLP |
NLPCC | CCF International Conference on Natural Language Processing and Chinese Computing | NLP |
Interdisciplinary
CCF-A
Name | Full Name | Area |
---|---|---|
SIGKDD | ACM Knowledge Discovery and Data Mining | AI |
SIGIR | International Conference on Research on Development in Information Retrieval | AI |
TheWebConf | International World Wide Web Conference | AI |
CCF-B
Name | Full Name | Area |
---|---|---|
CIKM | ACM International Conference on Information and Knowledge Management | AI |
CogSci | Cognitive Science Society Annual Conference | AI |
DASFAA | Database Systems for Advanced Applications | AI |
ECML-PKDD | European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases | AI |
WSDM | ACM International Conference on Web Search and Data Mining | AI |
NLP+AI Journals
TKDE: IEEE Transactions on Knowledge and Data Engineering
CCF-A, 9.235, Q1
https://ieeexplore.ieee/xpl/RecentIssue.jsp?punumber=69
The scope of the IEEE Transactions on Knowledge and Data Engineering
includes the knowledge and data engineering aspects of computer science, artificial intelligence, electrical engineering, computer engineering, and other appropriate fields. This Transactions provides an international and interdisciplinary forum to communicate results of new developments in knowledge and data engineering and the feasibility studies of these ideas in hardware and software. Specific areas to be covered are as follows: Fields and Areas of Knowledge and Data Engineering: (a) Knowledge and data engineering aspects of knowledge based and expert systems, (b) Artificial Intelligence techniques relating to knowledge and data management, © Knowledge and data engineering tools and techniques, (d) Distributed knowledge base and database processing, (e) Real-time knowledge bases and databases, (f) Architectures for knowledge and data based systems, (g) Data management methodologies, (h) Database design and modeling, (i) Query, design, and implementation languages, (j) Integrity, security, and fault tolerance, (k) Distributed database control, (l) Statistical databases, (m) System integration and modeling of these systems, (n) Algorithms for these systems, (o) Performance evaluation of these algorithms, § Data communications aspects of these systems, (q) Applications of these systems.
TOIS: ACM Transactions on Information Systems
CCF-A, 4.797, Q1
https://dl.acm/journal/tois
The ACM Transactions on Information Systems (TOIS) publishes papers on information retrieval (such as search engines, recommender systems) that contain:
- new principled information retrieval models or algorithms with sound empirical validation;
- observational, experimental and/or theoretical studies yielding new insights into information retrieval or information seeking;
- accounts of applications of existing information retrieval techniques that shed light on the strengths and weaknesses of the techniques;
- formalization of new information retrieval or information seeking tasks and of methods for evaluating the performance on those tasks;
- development of content (text, image, speech, video, etc) analysis methods to support information retrieval and information seeking;
- development of computational models of user information preferences and interaction behaviors;
- creation and analysis of evaluation methodologies for information retrieval and information seeking; or
- surveys of existing work that propose a significant synthesis.
The information retrieval scope of ACM Transactions on Information Systems (TOIS) appeals to industry practitioners for its wealth of creative ideas, and to academic researchers for its descriptions of their colleagues’ work.
JMLR: The Journal of Machine Learning Research
CCF-A, 5.41, Q2
The Journal of Machine Learning Research (JMLR), established in 2000, provides an international forum for the electronic and paper publication of high-quality scholarly articles in all areas of machine learning. All published papers are freely available online.
JMLR has a commitment to rigorous yet rapid reviewing. Final versions are published electronically (ISSN 1533-7928) immediately upon receipt. Until the end of 2004, paper volumes (ISSN 1532-4435) were published 8 times annually and sold to libraries and individuals by the MIT Press. Paper volumes (ISSN 1532-4435
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