Trends in Natural Language Processing

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