{ "source": "codemix_foreign_240.json", "cases": 240, "P": 0.5882, "R": 0.1667, "F1": 0.2597, "single_pct": 81.67, "dominant_failure": "foreign roots with Turkish suffixes are often preserved as single unanalyzed tokens", "examples": [ { "word": "meetingler", "gold": "meeting+ler", "pred": "meetingler" }, { "word": "meetinglar", "gold": "meeting+lar", "pred": "meetinglar" }, { "word": "meetingde", "gold": "meeting+de", "pred": "meetingde" }, { "word": "meetingda", "gold": "meeting+da", "pred": "meetingda" }, { "word": "meetingden", "gold": "meeting+den", "pred": "meetingden" }, { "word": "meetingdan", "gold": "meeting+dan", "pred": "meetingdan" }, { "word": "meetinge", "gold": "meeting+e", "pred": "meetinge" }, { "word": "meetinga", "gold": "meeting+a", "pred": "meetinga" }, { "word": "pluginler", "gold": "plugin+ler", "pred": "pluginler" }, { "word": "pluginlar", "gold": "plugin+lar", "pred": "pluginlar" }, { "word": "pluginde", "gold": "plugin+de", "pred": "pluginde" }, { "word": "pluginda", "gold": "plugin+da", "pred": "pluginda" }, { "word": "pluginden", "gold": "plugin+den", "pred": "pluginden" }, { "word": "plugindan", "gold": "plugin+dan", "pred": "plugindan" }, { "word": "plugine", "gold": "plugin+e", "pred": "plugine" }, { "word": "plugina", "gold": "plugin+a", "pred": "plugina" }, { "word": "driverler", "gold": "driver+ler", "pred": "driverler" }, { "word": "driverlar", "gold": "driver+lar", "pred": "driverlar" }, { "word": "driverde", "gold": "driver+de", "pred": "driverde" }, { "word": "driverda", "gold": "driver+da", "pred": "driverda" } ], "recommended_fix": [ "dedicated foreign-root suffix analyzer", "vowel-harmony-aware suffix matching after foreign stems", "separate natural code-mixed benchmark" ] }