The new GlUES (Common Language Understanding Assessment Benchmark) rankings are out. Baidu’s self-developed semantic understanding technology and platform ERNIE again topped the list with a score of 90.9, ahead of Microsoft’s DeBERTa/TuringNLRv4, Google T5 and other similar technologies developed by Alibaba and Huawei.
In the process of technology industry landing, Wenxin is also constantly making efforts to transform the latest world-class technological breakthroughs into easy-to-use product tools. Together with EasyDL platform, wenxin provides a set of simple and efficient NLP development capabilities to effectively improve the efficiency of model development and application.
To meet the needs of user text information extraction, Wenxin launched the functions of “text entity extraction” and “text entity relationship extraction”, which can extract specific entities from massive information sources and define the relationship between entities. For example, information such as applicant and duration of insurance is extracted from insurance contracts, and the relationship between them is established to assist insurance managers in their analysis and judgment.
So how do you label data quickly?
How to achieve high precision model effect?
How to extract simple information to construct knowledge map?
Is a zero-depth learning experience easy to learn?
…
In view of the above problems, on March 25, Baidu EASYDL-NLP special live class “from technical analysis to actual combat, text information extraction model intensive” came, from data processing to model training, the whole process of 0 code visual operation, teach you to quickly master the “information extraction” skills.
Highlights of the course, sneak peek!
Entity extraction and entity relationship extraction, efficient acquisition of knowledge
As the core task of text mining and information extraction, text entity extraction supports the extraction of specific factual information from massive information sources, and is the important foundation of artificial intelligence applications such as information retrieval, intelligent question answering and intelligent dialogue. “Text entity relation extraction” can extract not only predefined entity types, but also relationship types between entities, and get entity relation triplet containing semantic information, which can be used to build and expand knowledge graph. For example: “Xuechun Wang is the voice of Qingwen in the 87 version of A Dream of Red Mansions.” We can extract the relationship of “Wang Xuechun – dubbing – a dream of red Mansions”.
Online intelligent labeling, cost saving
In order to improve the ease of use of this ability, Wenxin also released a data annotation tool based on two tasks to solve the problem of data preparation, which supports directly selecting and annotating in the text, bringing excellent annotation experience and higher annotation efficiency to the annotators. As shown in the figure below, the target information can be directly marked through visual operations, the enterprise subject and registered capital in financial contracts can be extracted, and the relationship between the two can be directly established.
In addition to the introduction of the above new functions, the course will also lead you to practice the whole process, from understanding principles to customized models, from following operations to independent implementation, and quickly get through the two channels of text information mining.
Baidu engineer hand – in – hand teaching case
In this open class, Baidu engineers will conduct practical operation drills from the whole process of model creation, data preparation, training model, calibration model and model release, and lead everyone to customize an entity relation extraction model based on three steps of sample data. What are you waiting for? Let us witness the magic charm of intelligent text together!
Time: 20:00-21:00, March 25
Registration method: Scan the TWO-DIMENSIONAL code in the poster, add the small assistant wechat, note “NLP”, get the exclusive registration channel. Participate in the course, there are IQiyi VIP gold membership monthly card, Baidu brain custom mugs and other surprise gifts waiting for you!
More “Course introduction” and “Course highlights” are shown below!
