Trends in Natural Language Processing

This dataset contains the supporting parsed corpus as described in the publication: "Analyzing a Decade of Evolution: Trends in
Natural Language Processing" 

This dataset contains a single zip containing data between the years 2010 and 2022, for the conferences:

• Meeting of the Association for Computational Linguistics (ACL)
• Conference on Empirical Methods in Natural Language Processing (EMNLP)
• American Chapter of the Association for Computational Linguistics (NAACL)
• Conference on Computational Linguistics (COLING)
• International Conference on Language Resources and Evaluation (LREC)
• Conference on Computational Natural Language Learning (CoNLL)
• European Chapter of the Association for Computational Linguistics (EACL)
• International Joint Conference on Natural Language Processing (IJCNLP)

The data inlcuded is a PDF and a JSON file for each confernce. The JSON file is constucted from using the python packages SciPDF and PyPDF2. PyPDF2 extract all text from a page and is presented in the 'full_text' field, where as the SciPDF parser utilize machine lerarning to create a smart representation of the data, which is presented in the remaining fields.

For further details on how this dataset was generated, please see our GitHub repository, and our paper.

Citation:

AWAITING PUBLICATION