Your Responsibilities:
· Use natural language processing techniques and semantic analysis methods to establish and practice relevant business models;
· Build a deep learning system based on vehicle travel scenarios, provide artificial intelligence solutions, and empower businesses in various fields;
· Participate in the design, development and optimization of NLU / NLP / conversation management modules in dialogue products;
· Participate in the research and development of cutting-edge NLP technologies (including but not limited to dialogue, QA, text generation, semantic computing, knowledge maps, etc.) and implement them in products.
Our Requirements:
· Master degree or above, major in computer science;
· Strong coding ability (C ++, Python, Tensorflow / Pytorch / Torch / Caffe), have some experience in tuning parameters;
· Have a solid algorithm foundation, be familiar with related NLP algorithms and models such as Chinese word segmentation and named-entity recognition (NER), and have certain NLP technology implementation experience;
· Have a certain statistical machine learning experience (CRFs, HMMs, SVMs, LDA, LSI, MRFs, etc.), and also have some experience in the development of deep learning (LSTM, CNN, Attention, Seq2Seq, BERT, etc.).
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