Factional struggles within the party have a long history.
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派系 is neutral-to-negative. Political journalism uses it heavily (党内派系 'party factions'), but it also describes office cliques. Milder variant: 圈子 (quānzi, 'circle'); more negative: 山头 (shāntou, 'mountain stronghold' = entrenched faction).