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DLG4NLP 2022 : ICLR 2022 Workshop on Deep Learning on Graphs for Natural Language Processing


When Apr 25, 2022 - Apr 25, 2022
Where Virtual
Submission Deadline Mar 7, 2022
Categories    NLP   graph neural networks   graph machine learning

Call For Papers

We invite submission of papers describing innovative research and applications around the following topics. Papers that introduce new theoretical concepts or methods, help to develop a better understanding of new emerging concepts through extensive experiments, or demonstrate a novel application of these methods to a domain is encouraged.

1. Automatic graph construction for NLP
2. Graph representation learning for NLP
3. Graph2seq, graph2tree, and graph2graph models for NLP
4. Deep reinforcement learning on graphs for NLP
5. Adversarial deep learning on graphs for NLP
6. GNN based representation learning on knowledge graphs

Paper submission (GMT)
We welcome papers ranging between 4 - 8 pages, excluding all references and appendices. All submissions should be formatted in the ICLR 2022 format. A LaTeX template is available here. Following the ICLR conference submission policy, reviews are double-blind, and author names and affiliations should NOT be listed. Submitted papers will be assessed based on their novelty, technical quality, potential impact, and clarity of writing. For papers that rely heavily on empirical evaluations, the experimental methods and results should be clear, well-executed, and repeatable. Authors are strongly encouraged to make data and code publicly available whenever possible. The accepted papers will be posted on the workshop website and will not appear in the ICLR proceedings.

Related Resources

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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
CLNLP 2022   2022 3rd International Conference on Computational Linguistics and Natural Language Processing (CLNLP 2022)
AACL-IJCNLP 2022   The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing
IJPLA 2022   International Journal of Programming Languages and Applications
OPTLJ 2022   Integrated Optics and Lightwave : An International Journal
NLPTA 2022   3rd International Conference on NLP Techniques and Applications
DLG4NLP 2022   NAACL 2022 Workshop on Deep Learning on Graphs for Natural Language Processing
SCM 2022   5th International Conference on Soft Computing, Control and Mathematics