研究NLP需要关注学术界or大厂AI Lab最新的科研动态,了解技术发展的趋势,写论文才能下笔如有神。找到了论文就能找到要复现的代码和要用到的数据集。 掌握科研动态也有助于提早做好产品规划以及技术预研。
对于NLPer而言,了解科研动态最好的方法就是关注顶会论文,与NLP相关的比较有影响力的顶会主要有ACL、EMNLP、NAACL、COLING、ICLR、AAAI、CoNLL、NLPCC等。
其中,ACL、NAACL、EMNLP、COLING被称为是NLP领域的四大顶会。ACL、NAACL以及EMNLP均由ACL(Association of Computational Linguistics)主办,而COLING则由ICCL(International Committee on Computational Linguistics)主办。
简单排名一下
会议(C):
ACL(Annual Meeting of the Association for Computational Linguistics)NAACL(Annual Conference of the North American Chapter of Association for Computational Linguistics)EMNLP(Empirical Methods in Natural Language Processing)AAAI(AAAI Conference on Artificial Intelligence)IJCAI(International Joint Conference on Artificial Intelligence)SIGKDD(ACM SIGKDD Conference on Knowledge Discovery and Data Mining)SIGIR(ACM SIGIR Conference on Research and Development in Information Retrieval)WWW(International World Wide Web Conference)EACL(Annual Conference of the European Chapter of Association for Computational Linguistics)前3名ACL下面的的会议,NLP圈子内认可度很高的;
第4名到第8名是各自领域的顶级会议,但也基本都会有NLP相关的session或者research topic;
不过第4名和第5名的风评近些年不是很好。
期刊(J):
CL(Computational Linguistics)
TACL(Transactions of the Association for Computational Linguistics)
2023年中国计算机学会(CCF)发布了最新版《中国计算机学会推荐国际学术会议和期刊目录》,其中关于人工智能领域的推荐国际学术期刊/会议如下:
References:
李昕
https://www.zhihu.com/question/33977252/answer/158820439
https://www.ccf.org.cn/Focus/2019-04-25/663625.shtml
关注下方《学姐带你玩AI》🚀🚀🚀
回复“ACL”or“CVPR”
获取人工智能顶会/顶刊必读高分论文PDF
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