Essays about: "zero-shot machine translation"

Found 2 essays containing the words zero-shot machine translation.

1. 1. Can Wizards be Polyglots: Towards a Multilingual Knowledge-grounded Dialogue System

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Evelyn Kai Yan Liu; [2022]
   Keywords : Knowledge-grounded dialogue; Dialogue systems; Generative question answering; Multilingual question answering; Multilingual dialogue systems; Transfer learning; Multi-task learning; Sequential training; Conversational AI; Natural Language Processing NLP ; Deep learning; Machine learning;

   Abstract : The research of open-domain, knowledge-grounded dialogue systems has been advancing rapidly due to the paradigm shift introduced by large language models (LLMs). While the strides have improved the performance of the dialogue systems, the scope is mostly monolingual and English-centric. READ MORE

3. 2. Cross-lingual Word Embeddings Beyond Zero-shot Machine Translation

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Chen Shifei; [2020]
   Keywords : word embeddings; cross-lingual word embeddings; machine translation; multilingual machine translation; neural machine translation; zero-shot; zero-shot machine translation;

   Abstract : Zero-shot translation is a transfer learning setup that refers to the ability of neural machine translation to generalize translation information into unseen language pairs. It provides an appealing solution to the lack of available materials for low-resource languages by transferring knowledge from high-resource languages. READ MORE