Corporate Sales and Retention Strategist
Posted: Mon Jan 06, 2025 5:44 am
About 100 high-resource languages are well supported by large language models. Other languages are underrepresented in the low-resource world. There are nearly 100,000 languages in the world.There are many languages that lack large language models. Is the language you speak high-resource or low-resource? In traditional natural language processing, research will classify languages into high-resource languages and low-resource languages. The former covers about 100 languages, including English, Chinese, Spanish, French, German, Japanese, Russian, Portuguese, Arabic, Hindi, Italian, Korean, Dutch, Turkish, Persian, Swedish, Polish, Indonesian, Vietnamese, and Hebrew. These high-resource languages have rich language resources such as extensive text, parallel corpora for machine translation, comprehensive vocabulary dictionaries, syntactic annotations, and labeled corpora for supervised learning.
Some high-resource languages, such as Dutch, may honduras whatsapp phone number not have a large number of users, but have strong language research scholars and achievements, and have produced important language corpora and tools, thus becoming high-resource languages. On the contrary, some low-resource languages, such as Nigerian Pidgin, have more than 100 million speakers, but lack a lot of research and development, making them low-resource. The academic community has been suffering from underinvestment in low-resource languages. If a language has enough people using it, it can at least be passed down from generation to generation. Some low-resource languages have few users and lack sufficient research, which makes them gradually become "endangered languages.
" The emergence of large language models represented by , seems to have brought a ray of light to the world's languages. People have found that they can freely translate and convert between different languages without training special machine translation systems. Using them for translation or giving instructions in other languages often leaves a deep impression on non-English speakers. Many people's understanding of language intelligence is still at the Kingsoft PowerWord stage - there is a multilingual electronic dictionary that can translate between two languages. But it would be amazing if there is such a magic tool that can accept my input in my native language and can intelligently respond in a language that I can understand.
Some high-resource languages, such as Dutch, may honduras whatsapp phone number not have a large number of users, but have strong language research scholars and achievements, and have produced important language corpora and tools, thus becoming high-resource languages. On the contrary, some low-resource languages, such as Nigerian Pidgin, have more than 100 million speakers, but lack a lot of research and development, making them low-resource. The academic community has been suffering from underinvestment in low-resource languages. If a language has enough people using it, it can at least be passed down from generation to generation. Some low-resource languages have few users and lack sufficient research, which makes them gradually become "endangered languages.
" The emergence of large language models represented by , seems to have brought a ray of light to the world's languages. People have found that they can freely translate and convert between different languages without training special machine translation systems. Using them for translation or giving instructions in other languages often leaves a deep impression on non-English speakers. Many people's understanding of language intelligence is still at the Kingsoft PowerWord stage - there is a multilingual electronic dictionary that can translate between two languages. But it would be amazing if there is such a magic tool that can accept my input in my native language and can intelligently respond in a language that I can understand.