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> we started looking at more difficult datasets where reading the entire document is necessary to produce good summaries

Was hoping to get rather some more insights on this.

Because when looking at the examples given, I wonder if we really need machine learning to summarize single sentences? Just by cutting all adjectives, replacing words by abbreviations and multiple words by potential category terms, we should face similar results. Maybe it's just a start or did I miss anything?




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