AutoNMT: A Framework to Streamline the Research of Seq2Seq Models

no code implementations • 9 Feb 2023 • Salvador Carrión, Francisco Casacuberta

We present AutoNMT, a framework to streamline the research of seq-to-seq models by automating the data pipeline (i. e., file management, data preprocessing, and exploratory analysis), automating experimentation in a toolkit-agnostic manner, which allows users to use either their own models or existing seq-to-seq toolkits such as Fairseq or OpenNMT, and finally, automating the report generation (plots and summaries).

Management