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오늘의 자연어 처리572

[2023-01-22] 오늘의 자연어처리 Improving Machine Translation with Phrase Pair Injection and Corpus Filtering In this paper, we show that the combination of Phrase Pair Injection and Corpus Filtering boosts the performance of Neural Machine Translation (NMT) systems. We extract parallel phrases and sentences from the pseudo-parallel corpus and augment it with the parallel corpus to train the NMT models. With the proposed appro.. 2023. 1. 22.
[2023-01-21] 오늘의 자연어처리 On the State of German (Abstractive) Text Summarization With recent advancements in the area of Natural Language Processing, the focus is slowly shifting from a purely English-centric view towards more language-specific solutions, including German. Especially practical for businesses to analyze their growing amount of textual data are text summarization systems, which transform long input docume.. 2023. 1. 21.
[2023-01-20] 오늘의 자연어처리 Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing The task of text-to-SQL parsing, which aims at converting natural language questions into executable SQL queries, has garnered increasing attention in recent years, as it can assist end users in efficiently extracting vital information from databases without the need for technical background. One of the m.. 2023. 1. 20.
[2023-01-19] 오늘의 자연어처리 Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting Speech patterns have been identified as potential diagnostic markers for neuropsychiatric conditions. However, most studies only compare a single clinical group to healthy controls, whereas clinical practice often requires differentiating between multiple potential diagnoses (multiclass se.. 2023. 1. 19.
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