{ "protocol": "Families are recovered from region descriptions alone by mutual exclusivity plus distributional similarity. Reference word sets are read only to label the result.", "phrases": 80000, "vocabulary": 271, "families": [ { "size": 18, "label": "material", "purity": 0.1111111111111111, "words": [ "building", "wall", "pole", "road", "clock", "fence", "sidewalk", "bench", "wood", "brick", "post", "tower", "hydrant", "lines" ] }, { "size": 15, "label": "number", "purity": 0.06666666666666667, "words": [ "s", "head", "hand", "back", "right", "left", "face", "leg", "arm", "his", "legs", "one", "neck", "shoe" ] }, { "size": 14, "label": "unlabelled", "purity": 0.0, "words": [ "train", "front", "bus", "car", "plane", "truck", "motorcycle", "tracks", "wheel", "bike", "airplane", "fire", "tire", "old" ] }, { "size": 14, "label": "unlabelled", "purity": 0.0, "words": [ "cat", "dog", "bear", "giraffe", "horse", "elephant", "zebra", "bird", "sheep", "cow", "trunk", "body", "baby", "teddy" ] }, { "size": 13, "label": "unlabelled", "purity": 0.0, "words": [ "wearing", "shirt", "hat", "pants", "jacket", "shorts", "helmet", "shoes", "glasses", "jeans", "cap", "tie", "suit" ] }, { "size": 12, "label": "colour", "purity": 0.6666666666666666, "words": [ "red", "brown", "gray", "dark", "grey", "long", "pink", "over", "short", "tan", "purple", "striped" ] }, { "size": 12, "label": "material", "purity": 0.16666666666666666, "words": [ "table", "small", "top", "wooden", "metal", "silver", "under", "handle", "sink", "made", "counter", "kitchen" ] }, { "size": 12, "label": "unlabelled", "purity": 0.0, "words": [ "color", "chair", "bed", "colored", "umbrella", "couch", "kite", "flowers", "vase", "pillow", "flower", "tile" ] }, { "size": 11, "label": "size", "purity": 0.09090909090909091, "words": [ "man", "woman", "person", "people", "hair", "girl", "boy", "young", "child", "men", "little" ] }, { "size": 11, "label": "unlabelled", "purity": 0.0, "words": [ "ground", "snow", "background", "field", "line", "edge", "dirt", "distance", "covered", "area", "mountain" ] }, { "size": 10, "label": "number", "purity": 0.1, "words": [ "a", "by", "for", "up", "down", "skateboard", "surfboard", "ski", "bicycle", "camera" ] }, { "size": 10, "label": "unlabelled", "purity": 0.0, "words": [ "water", "part", "boat", "board", "shadow", "beach", "ocean", "sand", "wave", "reflection" ] }, { "size": 10, "label": "number", "purity": 0.3, "words": [ "two", "standing", "walking", "three", "playing", "pair", "riding", "outside", "group", "four" ] }, { "size": 10, "label": "colour", "purity": 0.1, "words": [ "light", "street", "windows", "lights", "round", "mirror", "lamp", "traffic", "bright", "ceiling" ] }, { "size": 9, "label": "colour", "purity": 0.2222222222222222, "words": [ "yellow", "orange", "sitting", "holding", "next", "near", "around", "some", "laying" ] }, { "size": 9, "label": "material", "purity": 0.2222222222222222, "words": [ "glass", "clear", "bag", "paper", "box", "plastic", "bottle", "cup", "shelf" ] }, { "size": 8, "label": "unlabelled", "purity": 0.0, "words": [ "window", "floor", "door", "toilet", "open", "bathroom", "room", "seat" ] }, { "size": 8, "label": "size", "purity": 0.125, "words": [ "has", "tail", "ear", "eye", "nose", "big", "mouth", "eyes" ] }, { "size": 8, "label": "unlabelled", "purity": 0.0, "words": [ "tennis", "baseball", "player", "ball", "air", "court", "racket", "frisbee" ] }, { "size": 7, "label": "size", "purity": 0.14285714285714285, "words": [ "on", "sign", "large", "letter", "number", "stop", "writing" ] }, { "size": 7, "label": "unlabelled", "purity": 0.0, "words": [ "of", "with", "at", "picture", "out", "photo", "off" ] }, { "size": 7, "label": "number", "purity": 0.14285714285714285, "words": [ "is", "and", "this", "to", "an", "it", "that" ] }, { "size": 7, "label": "colour", "purity": 0.14285714285714285, "words": [ "black", "computer", "phone", "desk", "laptop", "logo", "keyboard" ] }, { "size": 6, "label": "colour", "purity": 0.16666666666666666, "words": [ "green", "tree", "grass", "trees", "leaves", "tall" ] }, { "size": 6, "label": "unlabelled", "purity": 0.0, "words": [ "plate", "pizza", "bowl", "food", "piece", "cake" ] }, { "size": 5, "label": "unlabelled", "purity": 0.0, "words": [ "hanging", "from", "above", "looking", "flying" ] }, { "size": 4, "label": "colour", "purity": 0.5, "words": [ "white", "blue", "sky", "clouds" ] }, { "size": 3, "label": "unlabelled", "purity": 0.0, "words": [ "are", "there", "these" ] }, { "size": 3, "label": "unlabelled", "purity": 0.0, "words": [ "side", "behind", "parked" ] } ], "recovered_labels": { "material": 3, "number": 4, "unlabelled": 13, "colour": 6, "size": 3 } }