Translation:I do not remember this party at all.
And that creates a difficulty. "that" is of course accepted, but if we used "that" in the default answer, we have to also make "tamtej" the default Polish one. Which is perfectly possible, but not necessarily more natural. Similar with the 'dog' sentence where you also commented. Sometimes you just cannot be perfectly natural in both languages, so we have to go with Polish then.