阿里巴巴算法工程师-大语言模型
校招全职阿里控股2026届秋季应届生招聘地点:北京 | 杭州状态:招聘
任职要求
1. 熟练掌握深度学习、机器学习、自然语言处理的基础知识,熟悉常用模型的原理、特点及应用,能够结合需要解决的问题选择适当的模型,并设计合理的技术方案; 2. 良好的科研能力,有成果发表在ICLR、ACL、NeurIPS、EMNLP、TACL等国际顶级会议、期刊者优先;有大规模语言模型(LLMs)方面经验者优先; 3. 熟悉TensorFlow、PyTorch等深度学习框架,熟悉Transformer、BE…
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工作职责
具体职责包括但不限于: 1. 负责自然语言处理尤其是大模型领域的前沿技术创新研发;推动语言模型、知识表示、机器翻译、长思维链推理、对话系统、文本生成等关键技术和核心问题的解决,形成高引用论文和高价值专利,积极探索相关技术落地应用; 2. 负责追踪最新技术和热点,优化、改进现有技术和系统,提升系统的性能和效率,在内外部业务场景验证,形成业内领先的技术服务能力和体系; 3. 负责业务技术需求的支持,针对业务场景的真实需求,设计合理的技术方案和路线,通过技术创新和业务验证,实现业务价值和效率的提升。
包括英文材料
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
ICLR+
https://iclr.cc/
ACL+
https://www.aclweb.org/portal/
Computational linguistics is the scientific study of language from a computational perspective.
NeurIPS+
https://neurips.cc/
EMNLP+
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
还有更多 •••