[Research Software and Resources]

• QGNN: Quaternion Graph Neural Networks.
• Graph-Transformer: Universal Graph Transformer Self-Attention Networks.
• QuatRE: A relation-aware quaternion knowledge graph embedding model.
• R-MeN: A transformer-based knowledge graph embedding model (ACL 2020).
• Walk-Transformer: A transformer-based unsupervised node embedding model (ECML-PKDD 2020).
• Caps2NE: A capsule network-based unsupervised node embedding model (CIKM 2020).
• CapsE: A capsule network-based knowledge graph embedding model (NAACL-HLT 2019).
• ConvKB: A CNN-based knowledge graph embedding model (NAACL-HLT 2018).
• Event-Prediction: Two datasets for event prediction (IJCNLP 2017).
• SAR14: A sentiment dataset of 234K IMDB movie reviews (WASSA 2014).
• RDRPOSTagger: A robust, easy-to-use and multilingual rule-based toolkit for POS and morphological tagging. RDRPOSTagger provides pre-trained models for fine-grained POS and morphological tagging for Bulgarian, Czech, Dutch, English, French, German, Hindi, Italian, Portuguese, Spanish, Swedish, Thai and Vietnamese. RDRPOSTagger also provides pre-trained universal POS tagging models for 40+ languages (EACL 2014).

[For Vietnamese NLP]

• VnCoreNLP: A Vietnamese NLP pipeline for word segmentation, POS tagging, named entity recognition, and dependency parsing (NAACL-HLT 2018).
• RDRsegmenter: A fast and accurate Vietnamese word segmenter (LREC 2018).
• VnMarMoT: A pre-trained Vietnamese POS tagging model (ALTA 2017).
• VnDT: A Vietnamese dependency treebank of 10K sentences (NLDB 2014).