2022 World Artificial Intelligence Conference ("WAIC2022") was held in Shanghai. The low -cost and migrating knowledge map solutions of decoupled coupling, at the same time, won the third prize in the WAIC 2022 hackers' large -scale financial semantic analysis Chinese challenge.
In the WAIC 2022 hacker [Ai AI Developer], the Ronglianyun AI algorithm team participated in the [Financial Q & A Challenge], and participated in more than 4,000 competitions such as colleges, scientific research units, and artificial intelligence enterprises from all over the world participating in the competition. The team stood out and won the third prize of the large-scale financial semantic analysis Chinese Text-to-SQL Challenge.
is different from other datasets. This time, the Chinese NL2SQL dataset is obtained after summarizing the real user of the online real user. It comes from multiple rounds of dialogue data in the financial field. Industry, heavy warehouses, etc. are more and more relationships; the attribute values are also related to the funds; each fund has many different dimensions; one or more of the same attribute cannot determine a certain fund; these characteristics are that these characteristics are An important reason why users screen the fund through different dimensions or attributes.
Award System Introduction: The Seq2SEQ semantic analysis model based on Transformer
Ronglianyun AI designed the SEQ2SEQ semantic analysis model based on the transformer. Use Transformer as the basic feature extraction unit to build an ENCODER-Decoder architecture with a fusion table, column, and multiple information to complete the end-to-end NL2SQL task.
Ronglianyun AI combined with the actual scene business needs, independently developed NL2SQL -based TableQA technology. TableQA technology can help non -technical users interact with databases through natural language, reduce database use thresholds and improve database use efficiency. At the same time Practical value has received widespread attention in the industry. Previously,
, Ronglianyun AI has successfully won the "Thousands of Data Sets-Semantic Analysis" champion and CCKS 2022SQL runner-up in the NL2SQL field.
technology landing: interactive upgrade, spanning data Hundou
NL2SQL is a cutting -edge problem in the field of semantic analysis and intelligent Q & A. It can convert human natural language questions into structural query sentences. Efficiency core technology.
Ronglianyun AI -based on NL2SQL -based table question and answer technology, which will empower customer service robots to extract information directly from the database to question and answer, which is of great significance to improving the interaction between users and databases.
"reduce the threshold for the use of enterprises and improve the operating efficiency of the enterprise" has always been the direction of Rong Lianyun's continuous exploration. Rong Lianyun AI has always adhered to creating a more open and more compatible AI concept, continuously improving the integration ability of products, so that more companies can quickly establish their own intelligent system. Continuously invested in cutting -edge technology research and development and landing, and condense technology faster and better products to serve the society of thousands of users.
