R-02 NLP Research Scientist
岗位简介
The focus of our research is on the integration of natural language processing (NLP), machine learning algorithms, dialogue systems, and the knowledge graph. We are also aiming at building an NLP research platform that not only integrates current SOTA NLP models but is also capable of jointly learning with Computer Vision and Robotics perceptions. A candidate should have a strong interest in one or multiple of the following topics:
· Natural Language Grounding.
· Interpretable Reasoning Model for Question-Answering, including Neural-Symbolic Reasoning, Graph Reasoning, etc.
· Pragmatics Reasoning.
· Large-scale data pretraining. Transformer-based models, such as RoBERTa, BART, ALBERT, etc.
· Dialogue related topics. Natural Language Understanding (NLU), knowledge-graph based dialogue generation, dialogue management, empathic conversational agent.
· Embodied AI. Learning through interaction or communication with the environment.
· Machine Learning, including Deep Learning, Imitation Learning, Reinforcement Learning, etc.
· Other related fields in NLP, such as Neural Machine Translation (NMT), Neural Relation Extraction (NRE) etc.
· Natural Language Grounding.
· Interpretable Reasoning Model for Question-Answering, including Neural-Symbolic Reasoning, Graph Reasoning, etc.
· Pragmatics Reasoning.
· Large-scale data pretraining. Transformer-based models, such as RoBERTa, BART, ALBERT, etc.
· Dialogue related topics. Natural Language Understanding (NLU), knowledge-graph based dialogue generation, dialogue management, empathic conversational agent.
· Embodied AI. Learning through interaction or communication with the environment.
· Machine Learning, including Deep Learning, Imitation Learning, Reinforcement Learning, etc.
· Other related fields in NLP, such as Neural Machine Translation (NMT), Neural Relation Extraction (NRE) etc.
岗位职责
岗位要求
· Excellent written and verbal communication skills
· Strong academic background in NLP, Machine Learning, Mathematics
· A Ph.D. degree in Computer Science, Statistics, Mathematics, Linguistics or related fields
· Strong publications at top conferences or journals, e.g., ACL, EMNLP, NAACL, IJCAI, AAAI, NeurIPS, ICML, ICLR, CVPR, ECCV, ICCV
· Proficient with Linux, Python 3, Git, NLTK, OpenCV, and other NLP-related software platforms
· Strong proficiency in PyTorch or TensorFlow
· Ability to work in a collaborative team
· Strong academic background in NLP, Machine Learning, Mathematics
· A Ph.D. degree in Computer Science, Statistics, Mathematics, Linguistics or related fields
· Strong publications at top conferences or journals, e.g., ACL, EMNLP, NAACL, IJCAI, AAAI, NeurIPS, ICML, ICLR, CVPR, ECCV, ICCV
· Proficient with Linux, Python 3, Git, NLTK, OpenCV, and other NLP-related software platforms
· Strong proficiency in PyTorch or TensorFlow
· Ability to work in a collaborative team
截止申请日期
长期有效
申请方式
可直接填写下表递交材料，如有其它问题，可以联系招聘邮箱: hr@camnoopy.com
