自然语言处理之经典任务介绍

自然语言处理之经典任务介绍

  个人从当前热点介绍自然语言处理中的经典任务。本文主要参考ACL 2020 call for paper来总结经典任务。更全面的介绍可以见这篇博文。
ACL 2020中任务有：

1. Cognitive Modeling and Psycholinguistics
2. Computational Social Science and Social Media
3. Dialogue and Interactive Systems
4. Discourse and Pragmatics
5. Ethics and NLP
6. Generation
7. Information Extraction
8. Information Retrieval and Text Mining
9. Interpretability and Analysis of Models for NLP
10. Language Grounding to Vision, Robotics and Beyond
11. Theory and Formalism in NLP (Linguistic and Mathematical)
12. Machine Learning for NLP
13. Machine Translation
14. NLP Applications
15. Phonology, Morphology and Word Segmentation
16. Resources and Evaluation
17. Semantics: Lexical
18. Semantics: Sentence Level
19. Semantics: Textual Inference and Other Areas of Semantics