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Cross-lingual C*ST*RD: English Access to Hindi

Cross-lingual CSTRD: English Access to Hindi 2025

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The document discusses the development of a cross-lingual information access system, C*ST*RD, which enables English speakers to retrieve and summarize information in Hindi. It highlights the importance of machine translation in overcoming language barriers and presents the system's components, including Lighthouse for information retrieval and iNeATS for interactive multi-document summarization. The paper details the methodologies used for clustering, visualization, and headline generation, emphasizing user interaction and the integration of various technologies to enhance information access.

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What is cross-lingual language?

A Cross-Lingual Language Model (XLM) is an artificial intelligence (AI) that can understand, interpret, and generate text in multiple languages.

What is Hindi also known as?

Hindi and Urdu have a common form known as Hindustani, which is a Hindi-Urdu mixed language. Historical and cultural processes and the linguistic affinity that exists in Indian languages led to the emergence of Hindi-Urdu or so-called Hindustani as the lingua franca of major areas of India long before its independence.

What is Hindi written in English called?

In the context of written language, Hinglish colloquially refers to Romanized Hindi Hindustani written in English alphabet (that is, using Roman script instead of the traditional Devanagari or Nastaliq), often also mixed with English words or phrases.

What do you call Hindi in English?

In English, we refer to Hindi as Hindi itself. The term Hindi is used internationally to denote the language spoken in India and is recognized as one of the 22 scheduled languages of India. Hindi, as a language, has its roots in Sanskrit, one of the oldest languages in the world.

What is the difference between multilingual and cross-lingual?

cross-lingual question answering: In the multilingual setting, QA pairs exist for multiple languages in a one-to-one mapping. On the other hand, in cross-lingual QA questions may have answers in any language, creating a one-to-many mapping.

Cross-lingual C*ST*RD: English Access to Hindi 2025