– Take the key role of developing knowledge-empowered NLP techniques,
including but not limited to: knowledge acquisition and representation,
applying knowledge into different NLP tasks etc.
– Conduct research on how to utilize the real world knowledge (such as
Knowledge Graph, Ontology, Domain Knowledge, and Commonsense Knowledge) to
understand natural languages, and how to generate natural text that does not
contradict with the real world knowledge.
– Conduct research in the area of natural language inference with
knowledge-empowered approaches, such as recognizing textual entailment,
emotion cause identification, stance classifications, etc.
– Explore the next generation of natural languages understanding technology.
Explore how to integrate the symbolic knowledge/logic with the neural network
Alibaba DAMO Academy
PhD degree from related areas, and 3+ years relevant working experience is
– Experience in research and developments of related NLP topics, such as
information extraction, knowledge base, natural language understanding,
natural language inference, reading comprehension, text
– Strong publication records in top tier related conferences, such as ACL,
EMNLP, NAACL, SIGIR, KDD, WWW, NIPS, AAAI, IJCAI, etc.
– Good programming skills in Python/C++/Java, and one shell script. Familiar
with deep learning models and major deep learning programming frameworks.
– Self-driven, innovative, collaborative, good communication and
Level of experience (years):
Mid Career (2+ years of experience)