Multilingual Paraphrase Generation

The task of generating multilingual paraphrases is a crucial subtask in the field of natural language processing, aiming to create semantically equivalent but differently expressed variants of sentences in multiple languages. The goal is to leverage advanced language models and technologies to enhance the accuracy and efficiency of cross-lingual information retrieval and natural language understanding, thereby promoting communication and exchange between different languages. Its application value is extensive, including but not limited to machine translation, text summarization, dialogue systems, and semantic search.