Patrick Fernandes
3 papers in the PaperMetrix corpus
Papers by this author
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Context-aware Neural Machine Translation for English-Japanese Business Scene Dialogues
2023 · arXiv (Cornell University)
Despite the remarkable advancements in machine translation, the current sentence-level paradigm faces challenges when dealing with highly-contextual languages like Japanese. In this paper, we explore how context-awareness can improve the performance of the current Neural …
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Tower: An Open Multilingual Large Language Model for Translation-Related Tasks
2024 · arXiv (Cornell University)
While general-purpose large language models (LLMs) demonstrate proficiency on multiple tasks within the domain of translation, approaches based on open LLMs are competitive only when specializing on a single task. In this paper, we propose …
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Structured Neural Summarization
2018 · arXiv (Cornell University)
Summarization of long sequences into a concise statement is a core problem in natural language processing, requiring non-trivial understanding of the input. Based on the promising results of graph neural networks on highly structured data, …