posted by organizer: smille || 646 views || tracked by 3 users: [display]

NL-Augmenter 2021 : NL-Augmenter (GEM@ACL)

FacebookTwitterLinkedInGoogle

Link: https://github.com/GEM-benchmark/NL-Augmenter
 
When Aug 5, 2021 - Aug 6, 2021
Where GEM@ACL 2021
Abstract Registration Due Aug 5, 2021
Submission Deadline Sep 1, 2021
Notification Due Sep 22, 2021
Categories    natural language processing   test suite   evaluation
 

Call For Papers

The GEM (Generation, Evaluation, Metrics) workshop at ACL, 2021 is inviting transformation submissions to NL-Augmenter 🦎 → 🐍.

The NL-Augmenter is a collaborative effort intended to add transformations of datasets dealing with natural language. Transformations augment text datasets in diverse ways, including: introducing spelling errors, translating to a different language, randomizing names and numbers, paraphrasing, etc. and whatever creative augmentation you contribute to the benchmark. We invite submissions of transformations to this framework by way of GitHub pull request, through September 1, 2021. All submitters of accepted transformations (and filters) will be included as co-authors on a paper announcing this framework by the end of 2021.

Note that the call is related to the GEM workshop at ACL'21, but only a preliminary list of transformations will be presented (by the NL-Augmenter organizers) at the workshop . We encourage submitters to attend the workshop (not mandatory).

Project: https://github.com/GEM-benchmark/NL-Augmenter

We strongly believe that the benefits of open science should reach everyone and hence we are making this effort to reach you. We also encourage you to share this with other researchers in your department who would benefit from this open collaboration. To know more about the framework, check our motivation and review criteria and some of our recent work.

GEM: https://gem-benchmark.com/
Motivation and review criteria: https://github.com/GEM-benchmark/NL-Augmenter/blob/main/docs/doc.md
More information (paper): https://arxiv.org/pdf/2106.09069.pdf


Organizers:
Kaustubh Dhole (Amelia R&D)
Sebastian Gehrmann (Google AI Language)
Varun Gangal (LTI, Carnegie Mellon University)
Jascha Sohl-Dickstein (Google Brain)
Tonghuang Wu (University of Washington)
Simon Mille (Universitat Pompeu Fabra)
Zhenhao Li (Imperial College, London)
Saad Mahmood (Trivago R&D)
Aadesh Gupta (Amelia R&D)
Samson Tan (Salesforce Research)
Jinho Choi (Emory University)

Related Resources

ECNLPIR 2022   2022 European Conference on Natural Language Processing and Information Retrieval (ECNLPIR 2022)
CLNLP 2022   2022 3rd International Conference on Computational Linguistics and Natural Language Processing (CLNLP 2022)
MEN 2022   5th International Conference on Mechanical Engineering
ACM-Ei/Scopus-ITNLP 2022   2022 2nd International Conference on Information Technology and Natural Language Processing (ITNLP 2022) -EI Compendex
IJITCA 2022   International Journal of Information Technology, Control and Automation
AMS 2022   Advanced Medical Sciences: An International Journal
NLPTA 2022   3rd International Conference on NLP Techniques and Applications
EI/Scopus--DMBDA 2022   2022 5th International Conference on Data Mining and Big Data Analytics (DMBDA 2022)
SIGPRO 2022   8th International Conference on Signal and Image Processing
SEMIT 2022   3rd International Conference on Software Engineering and Managing Information Technology