基本信息
浏览量:79
职业迁徙
个人简介
I’m a data scientist / applied researcher with extensive hands-on experience in Natural Language Processing & Machine Learning, in both academic and industry, including 6 years as a data science team leader.
Among the many tasks I’ve been working on along the years are machine translation, sentiment analysis, information extraction, object detection, location classification, automatic punctuation and text classification over different languages and types of texts, including spoken and user generated data. That, using various approaches, from rules, through classic machine learning, and up to deep learning, with real-time inference in production.
Currently, I’m mostly interested in developing practical ML solutions for real-world tasks, choosing the right solution for the product, depending on its specific characteristics and constraints.
Among the many tasks I’ve been working on along the years are machine translation, sentiment analysis, information extraction, object detection, location classification, automatic punctuation and text classification over different languages and types of texts, including spoken and user generated data. That, using various approaches, from rules, through classic machine learning, and up to deep learning, with real-time inference in production.
Currently, I’m mostly interested in developing practical ML solutions for real-world tasks, choosing the right solution for the product, depending on its specific characteristics and constraints.
研究兴趣
论文共 41 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Ryan Teehan,Miruna Clinciu,Oleg Serikov, Eliza Szczechla, Natasha Seelam,Shachar Mirkin,Aaron Gokaslan
PROCEEDINGS OF WORKSHOP ON CHALLENGES & PERSPECTIVES IN CREATING LARGE LANGUAGE MODELS (BIGSCIENCE EPISODE #5) (2022): 146-159
引用6浏览0引用
6
0
semanticscholar(2019)
引用0浏览0引用
0
0
EMNLP/IJCNLP (1) (2019): 5591-5601
6TH WORKSHOP ON ARGUMENT MINING (ARGMINING 2019)pp.58-66, (2019)
LREC (2018): 250-254
引用19浏览0EI引用
19
0
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn