Current hot phenomenon: New directions in language processing in the artificial intelligence and intelligent manufacturing conference

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The 9th National Intelligent Manufacturing Academic Conference of the China Artificial Intelligence Society was held in Guiyang in 2024. This event attracted experts and scholars from many fields. Although the theme of the conference was intelligent manufacturing, language processing technology, especially machine translation, also has potential applications and impacts.

Summarize:Introduce the current importance of language processing and the background of the conference.

In the field of smart manufacturing, efficient and accurate information transmission is crucial. Machine translation can break down language barriers and enable professionals from different countries and regions to communicate smoothly. For example, in the translation of equipment operating manuals, machine translation can quickly provide a preliminary version, saving manpower and time.

Summarize:Explain the role of machine translation in information transmission in intelligent manufacturing.

At the same time, machine translation can also play an important role in technical documents in intelligent manufacturing. Technical specifications and standards in different languages ​​can be initially converted through machine translation, providing reference for professionals and improving work efficiency.

Summarize:Explain how machine translation can help with smart manufacturing technical documentation.

However, the application of machine translation in the field of smart manufacturing has not been smooth sailing. Although it can quickly process large amounts of text, the accuracy of translation in some professional terms and specific contexts still needs to be improved.

Summarize:Point out the shortcomings of machine translation applications.

This requires the intervention and correction of human translators. With their profound language skills and professional knowledge, human translators can ensure the accurate transmission of key information.

Summarize:Emphasize the importance of human translation.

At the Smart Manufacturing Conference, experts’ discussions and exchanges also involved how to better combine machine translation with human translation to achieve more efficient and accurate language processing.

Summarize:Mention the discussion at the conference about combining language processing methods.

In addition, with the continuous development of artificial intelligence technology, the performance of machine translation is also constantly improving. The application of deep learning algorithms enables machine translation to better understand the context and provide more natural and fluent translation results.

Summarize:Talk about the improvement of machine translation performance.

In the future, we can expect machine translation to play a greater role in the field of intelligent manufacturing. It can not only promote international technical cooperation and exchanges, but also provide strong support for the global development of enterprises.

Summarize:Looking ahead to the role of machine translation in the future.

But at the same time, we must also be aware that machine translation still has some limitations. For example, in the translation of texts with rich cultural connotations, it may not be able to accurately convey the charm and emotion of the original text.

Summarize:Point out the limitations of machine translation.

Therefore, in practical applications, we need to flexibly choose machine translation, manual translation or a combination of the two according to specific needs to achieve the best translation effect.

Summarize:Emphasize choosing the appropriate translation method based on needs.

In short, machine translation has broad application prospects in fields such as intelligent manufacturing, but it still needs continuous exploration and improvement to better serve the development of human society.

Summarize:Summarize the application prospects and development needs of machine translation.