init

README.md

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+---
+language:
+- en
+license:
+- other
+multilinguality:
+- monolingual
+size_categories:
+- n<1K
+pretty_name: Lexical Relation Classification
+---
+
+# Dataset Card for "relbert/lexical_relation_classification"
+## Dataset Description
+- **Repository:** [RelBERT](https://github.com/asahi417/relbert)
+- **Paper:** [https://aclanthology.org/P19-1169/](https://aclanthology.org/P19-1169/)
+- **Dataset:** Lexical Relation Classification
+
+### Dataset Summary
+Five different datasets (`BLESS`, `CogALexV`, `EVALution`, `K&H+N`, `ROOT09`) for lexical relation classification used in [SphereRE](https://www.aclweb.org/anthology/P19-1169/).
+

dataset/BLESS/val.jsonl

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+{"head": "rabbit", "tail": "jump", "relation": "event"}
+{"head": "cucumber", "tail": "chop", "relation": "event"}
+{"head": "train", "tail": "healthy", "relation": "random"}
+{"head": "gorilla", "tail": "offer", "relation": "random"}
+{"head": "car", "tail": "refuel", "relation": "event"}
+{"head": "hospital", "tail": "announce", "relation": "random"}
+{"head": "woodpecker", "tail": "podium", "relation": "random"}
+{"head": "pistol", "tail": "build", "relation": "event"}
+{"head": "sparrow", "tail": "bird", "relation": "hyper"}
+{"head": "bottle", "tail": "base", "relation": "random"}
+{"head": "stove", "tail": "warm", "relation": "event"}
+{"head": "beaver", "tail": "leg", "relation": "mero"}
+{"head": "poplar", "tail": "electronic", "relation": "random"}
+{"head": "bomber", "tail": "stall", "relation": "event"}
+{"head": "fork", "tail": "eat", "relation": "event"}
+{"head": "deer", "tail": "flesh", "relation": "mero"}
+{"head": "dress", "tail": "insurrection", "relation": "random"}
+{"head": "crow", "tail": "pinion", "relation": "mero"}
+{"head": "stove", "tail": "spiritual", "relation": "random"}
+{"head": "hospital", "tail": "yard", "relation": "random"}
+{"head": "whale", "tail": "gigantic", "relation": "attri"}
+{"head": "cockroach", "tail": "exoskeleton", "relation": "mero"}
+{"head": "donkey", "tail": "herbivorous", "relation": "attri"}
+{"head": "bull", "tail": "aggressive", "relation": "attri"}
+{"head": "mackerel", "tail": "creature", "relation": "hyper"}
+{"head": "rifle", "tail": "new", "relation": "attri"}
+{"head": "glider", "tail": "thank", "relation": "random"}
+{"head": "radio", "tail": "listen", "relation": "event"}
+{"head": "sword", "tail": "clean", "relation": "attri"}
+{"head": "radio", "tail": "gasket", "relation": "random"}
+{"head": "car", "tail": "drive", "relation": "event"}
+{"head": "frog", "tail": "eye", "relation": "mero"}
+{"head": "pear", "tail": "delicious", "relation": "attri"}
+{"head": "bomb", "tail": "vat", "relation": "random"}
+{"head": "bull", "tail": "mammal", "relation": "hyper"}
+{"head": "grasshopper", "tail": "wing", "relation": "mero"}
+{"head": "herring", "tail": "catfish", "relation": "coord"}
+{"head": "rabbit", "tail": "certain", "relation": "random"}
+{"head": "birch", "tail": "treetop", "relation": "mero"}
+{"head": "plum", "tail": "stone", "relation": "mero"}
+{"head": "gun", "tail": "monastery", "relation": "random"}
+{"head": "axe", "tail": "stay", "relation": "random"}
+{"head": "train", "tail": "cause", "relation": "random"}
+{"head": "woodpecker", "tail": "picnic", "relation": "random"}
+{"head": "beet", "tail": "eat", "relation": "event"}
+{"head": "celery", "tail": "bombardment", "relation": "random"}
+{"head": "chair", "tail": "unbalance", "relation": "random"}
+{"head": "stove", "tail": "stability", "relation": "random"}
+{"head": "bed", "tail": "sleep", "relation": "event"}
+{"head": "cod", "tail": "food", "relation": "hyper"}
+{"head": "hornet", "tail": "fly", "relation": "coord"}
+{"head": "train", "tail": "door", "relation": "mero"}
+{"head": "phone", "tail": "commodity", "relation": "hyper"}
+{"head": "saw", "tail": "noisy", "relation": "attri"}
+{"head": "phone", "tail": "attack", "relation": "random"}
+{"head": "mackerel", "tail": "swim", "relation": "event"}
+{"head": "missile", "tail": "trap", "relation": "random"}
+{"head": "robin", "tail": "roost", "relation": "event"}
+{"head": "screwdriver", "tail": "make", "relation": "event"}
+{"head": "carp", "tail": "trespasser", "relation": "random"}
+{"head": "poplar", "tail": "limb", "relation": "mero"}
+{"head": "gun", "tail": "receive", "relation": "random"}
+{"head": "salmon", "tail": "lay", "relation": "event"}
+{"head": "musket", "tail": "protect", "relation": "event"}
+{"head": "hammer", "tail": "convenient", "relation": "random"}
+{"head": "grapefruit", "tail": "note", "relation": "random"}
+{"head": "toaster", "tail": "many", "relation": "random"}
+{"head": "acacia", "tail": "sycophantic", "relation": "random"}
+{"head": "hospital", "tail": "platinum", "relation": "random"}
+{"head": "jet", "tail": "theft", "relation": "random"}
+{"head": "pigeon", "tail": "forthcoming", "relation": "random"}
+{"head": "jet", "tail": "artefact", "relation": "hyper"}
+{"head": "cannon", "tail": "projectile", "relation": "mero"}
+{"head": "snake", "tail": "solitary", "relation": "attri"}
+{"head": "alligator", "tail": "hunt", "relation": "event"}
+{"head": "lemon", "tail": "uneventful", "relation": "random"}
+{"head": "motorcycle", "tail": "green", "relation": "attri"}
+{"head": "screwdriver", "tail": "dangerous", "relation": "attri"}
+{"head": "butterfly", "tail": "head", "relation": "mero"}
+{"head": "chair", "tail": "study", "relation": "event"}
+{"head": "washer", "tail": "forthcoming", "relation": "random"}
+{"head": "spinach", "tail": "eat", "relation": "event"}
+{"head": "villa", "tail": "rise", "relation": "random"}
+{"head": "sieve", "tail": "new", "relation": "attri"}
+{"head": "tiger", "tail": "aid", "relation": "random"}
+{"head": "phone", "tail": "loud", "relation": "attri"}
+{"head": "alligator", "tail": "minimum", "relation": "random"}
+{"head": "squirrel", "tail": "cute", "relation": "attri"}
+{"head": "scooter", "tail": "refuel", "relation": "event"}
+{"head": "pig", "tail": "farm", "relation": "event"}
+{"head": "bookcase", "tail": "stool", "relation": "coord"}
+{"head": "bag", "tail": "wash", "relation": "random"}
+{"head": "truck", "tail": "gladiator", "relation": "random"}
+{"head": "shirt", "tail": "sell", "relation": "event"}
+{"head": "plum", "tail": "fresh", "relation": "attri"}
+{"head": "pine", "tail": "thermodynamics", "relation": "random"}
+{"head": "screwdriver", "tail": "fart", "relation": "random"}
+{"head": "trout", "tail": "similar", "relation": "random"}
+{"head": "scarf", "tail": "garde", "relation": "random"}
+{"head": "coconut", "tail": "sin", "relation": "random"}
+{"head": "clarinet", "tail": "hear", "relation": "event"}
+{"head": "spear", "tail": "advance", "relation": "random"}
+{"head": "onion", "tail": "boil", "relation": "event"}
+{"head": "sweater", "tail": "back", "relation": "mero"}
+{"head": "van", "tail": "associate", "relation": "random"}
+{"head": "screwdriver", "tail": "international", "relation": "random"}
+{"head": "lion", "tail": "strong", "relation": "attri"}
+{"head": "lion", "tail": "fierce", "relation": "attri"}
+{"head": "shovel", "tail": "circumstance", "relation": "random"}
+{"head": "pistol", "tail": "film", "relation": "random"}
+{"head": "gun", "tail": "compilation", "relation": "random"}
+{"head": "dress", "tail": "unzip", "relation": "event"}
+{"head": "frigate", "tail": "train", "relation": "coord"}
+{"head": "cat", "tail": "extradition", "relation": "random"}
+{"head": "goat", "tail": "animation", "relation": "random"}
+{"head": "mug", "tail": "carry", "relation": "event"}
+{"head": "library", "tail": "bull", "relation": "random"}
+{"head": "donkey", "tail": "pull", "relation": "event"}
+{"head": "castle", "tail": "traitor", "relation": "random"}
+{"head": "vulture", "tail": "eat", "relation": "event"}
+{"head": "spoon", "tail": "steel", "relation": "mero"}
+{"head": "snake", "tail": "plastic", "relation": "random"}
+{"head": "oak", "tail": "live", "relation": "event"}
+{"head": "van", "tail": "message", "relation": "random"}
+{"head": "bowl", "tail": "recycle", "relation": "event"}
+{"head": "box", "tail": "exterior", "relation": "mero"}
+{"head": "frigate", "tail": "request", "relation": "random"}
+{"head": "beet", "tail": "besiege", "relation": "random"}
+{"head": "sheep", "tail": "die", "relation": "event"}
+{"head": "dolphin", "tail": "nightie", "relation": "random"}
+{"head": "wrench", "tail": "use", "relation": "event"}
+{"head": "car", "tail": "soil", "relation": "random"}
+{"head": "toaster", "tail": "pad", "relation": "random"}
+{"head": "hotel", "tail": "bear", "relation": "random"}
+{"head": "cloak", "tail": "bid", "relation": "random"}
+{"head": "rat", "tail": "whale", "relation": "coord"}
+{"head": "frog", "tail": "turtle", "relation": "coord"}
+{"head": "knife", "tail": "conquer", "relation": "random"}
+{"head": "missile", "tail": "liable", "relation": "random"}
+{"head": "dishwasher", "tail": "close", "relation": "event"}
+{"head": "tiger", "tail": "security", "relation": "random"}
+{"head": "dove", "tail": "kiss", "relation": "random"}
+{"head": "fox", "tail": "tail", "relation": "mero"}
+{"head": "cabbage", "tail": "plant", "relation": "event"}
+{"head": "missile", "tail": "reflect", "relation": "random"}
+{"head": "cathedral", "tail": "organ", "relation": "mero"}
+{"head": "wardrobe", "tail": "door", "relation": "mero"}
+{"head": "axe", "tail": "punch", "relation": "random"}
+{"head": "sofa", "tail": "proceed", "relation": "random"}
+{"head": "guitar", "tail": "front", "relation": "random"}
+{"head": "jar", "tail": "rampant", "relation": "random"}
+{"head": "sofa", "tail": "cushion", "relation": "mero"}
+{"head": "sheep", "tail": "young", "relation": "attri"}
+{"head": "washer", "tail": "characterise", "relation": "random"}
+{"head": "oven", "tail": "tee", "relation": "random"}
+{"head": "bag", "tail": "resection", "relation": "random"}
+{"head": "whale", "tail": "smart", "relation": "attri"}
+{"head": "cloak", "tail": "responsible", "relation": "random"}
+{"head": "missile", "tail": "hatchet", "relation": "coord"}
+{"head": "castle", "tail": "geography", "relation": "random"}
+{"head": "tiger", "tail": "accident", "relation": "random"}
+{"head": "coat", "tail": "connection", "relation": "random"}
+{"head": "herring", "tail": "winner", "relation": "random"}
+{"head": "cedar", "tail": "crown", "relation": "mero"}
+{"head": "falcon", "tail": "owl", "relation": "coord"}
+{"head": "woodpecker", "tail": "sit", "relation": "event"}
+{"head": "vulture", "tail": "pinny", "relation": "random"}
+{"head": "motorcycle", "tail": "optional", "relation": "random"}
+{"head": "wrench", "tail": "jaw", "relation": "mero"}
+{"head": "bull", "tail": "big", "relation": "attri"}
+{"head": "shovel", "tail": "spoon", "relation": "coord"}
+{"head": "wardrobe", "tail": "national", "relation": "random"}
+{"head": "knife", "tail": "kitchenware", "relation": "hyper"}
+{"head": "pig", "tail": "teammate", "relation": "random"}
+{"head": "battleship", "tail": "travel", "relation": "event"}
+{"head": "saxophone", "tail": "kazoo", "relation": "coord"}
+{"head": "missile", "tail": "head", "relation": "mero"}
+{"head": "cat", "tail": "meningitis", "relation": "random"}
+{"head": "mackerel", "tail": "live", "relation": "event"}
+{"head": "snake", "tail": "lizard", "relation": "coord"}
+{"head": "bag", "tail": "accessory", "relation": "hyper"}
+{"head": "rake", "tail": "use", "relation": "event"}
+{"head": "jet", "tail": "unison", "relation": "random"}
+{"head": "bus", "tail": "board", "relation": "event"}
+{"head": "vest", "tail": "chairman", "relation": "random"}
+{"head": "cello", "tail": "manage", "relation": "random"}
+{"head": "missile", "tail": "dangerous", "relation": "attri"}
+{"head": "acacia", "tail": "stump", "relation": "mero"}
+{"head": "restaurant", "tail": "person", "relation": "mero"}
+{"head": "hotel", "tail": "own", "relation": "event"}
+{"head": "alligator", "tail": "label", "relation": "random"}
+{"head": "phone", "tail": "button", "relation": "mero"}
+{"head": "corn", "tail": "food", "relation": "hyper"}
+{"head": "salmon", "tail": "gearstick", "relation": "random"}
+{"head": "bus", "tail": "motorbike", "relation": "coord"}
+{"head": "pear", "tail": "edible", "relation": "attri"}
+{"head": "coat", "tail": "artefact", "relation": "hyper"}
+{"head": "box", "tail": "edge", "relation": "mero"}
+{"head": "washer", "tail": "switch", "relation": "event"}
+{"head": "flute", "tail": "trumpet", "relation": "coord"}
+{"head": "motorcycle", "tail": "describe", "relation": "random"}
+{"head": "cello", "tail": "instrument", "relation": "hyper"}
+{"head": "vulture", "tail": "minima", "relation": "random"}
+{"head": "ferry", "tail": "fast", "relation": "attri"}
+{"head": "woodpecker", "tail": "poor", "relation": "random"}
+{"head": "rat", "tail": "premier", "relation": "random"}
+{"head": "screwdriver", "tail": "rusty", "relation": "attri"}
+{"head": "chair", "tail": "wheel", "relation": "mero"}
+{"head": "table", "tail": "judge", "relation": "random"}
+{"head": "grasshopper", "tail": "account", "relation": "random"}
+{"head": "lion", "tail": "young", "relation": "attri"}
+{"head": "carp", "tail": "farm", "relation": "event"}
+{"head": "hospital", "tail": "international", "relation": "random"}
+{"head": "coyote", "tail": "quesadillas", "relation": "random"}
+{"head": "hornet", "tail": "view", "relation": "random"}
+{"head": "bomb", "tail": "device", "relation": "hyper"}
+{"head": "garlic", "tail": "plant", "relation": "event"}
+{"head": "shovel", "tail": "scissor", "relation": "coord"}
+{"head": "couch", "tail": "large", "relation": "attri"}
+{"head": "jacket", "tail": "Marxist", "relation": "random"}
+{"head": "ambulance", "tail": "clean", "relation": "attri"}
+{"head": "woodpecker", "tail": "old", "relation": "attri"}
+{"head": "bookcase", "tail": "boxer", "relation": "random"}
+{"head": "giraffe", "tail": "scholarly", "relation": "random"}
+{"head": "birch", "tail": "tall", "relation": "attri"}
+{"head": "axe", "tail": "require", "relation": "random"}
+{"head": "apple", "tail": "bunk", "relation": "random"}
+{"head": "robe", "tail": "deputy", "relation": "random"}
+{"head": "dagger", "tail": "clean", "relation": "event"}
+{"head": "bear", "tail": "uncertain", "relation": "random"}
+{"head": "horse", "tail": "donkey", "relation": "coord"}
+{"head": "goat", "tail": "flesh", "relation": "mero"}
+{"head": "grape", "tail": "hoax", "relation": "random"}
+{"head": "saxophone", "tail": "banjo", "relation": "coord"}
+{"head": "glider", "tail": "heavy", "relation": "attri"}
+{"head": "glider", "tail": "motorcycle", "relation": "coord"}
+{"head": "fighter", "tail": "date", "relation": "random"}
+{"head": "woodpecker", "tail": "spread", "relation": "random"}
+{"head": "cucumber", "tail": "corn", "relation": "coord"}
+{"head": "truck", "tail": "fuel", "relation": "mero"}
+{"head": "missile", "tail": "circumcision", "relation": "random"}
+{"head": "vulture", "tail": "dismay", "relation": "random"}
+{"head": "corn", "tail": "cereal", "relation": "hyper"}
+{"head": "restaurant", "tail": "spherical", "relation": "random"}
+{"head": "robe", "tail": "object", "relation": "hyper"}
+{"head": "box", "tail": "compare", "relation": "random"}
+{"head": "coat", "tail": "excerpt", "relation": "random"}
+{"head": "beaver", "tail": "lion", "relation": "coord"}
+{"head": "fighter", "tail": "airplane", "relation": "hyper"}
+{"head": "castle", "tail": "adjudication", "relation": "random"}
+{"head": "coyote", "tail": "shoot", "relation": "event"}
+{"head": "blouse", "tail": "just", "relation": "random"}
+{"head": "deer", "tail": "correlation", "relation": "random"}
+{"head": "grasshopper", "tail": "loud", "relation": "attri"}
+{"head": "truck", "tail": "window", "relation": "mero"}
+{"head": "glove", "tail": "monologue", "relation": "random"}
+{"head": "desk", "tail": "blow", "relation": "random"}
+{"head": "rabbit", "tail": "snout", "relation": "mero"}
+{"head": "acacia", "tail": "consolidation", "relation": "random"}
+{"head": "carrot", "tail": "woody", "relation": "random"}
+{"head": "helicopter", "tail": "frigate", "relation": "coord"}
+{"head": "phone", "tail": "excite", "relation": "random"}
+{"head": "mug", "tail": "co-author", "relation": "random"}
+{"head": "sweater", "tail": "front", "relation": "mero"}
+{"head": "grapefruit", "tail": "re-assessment", "relation": "random"}
+{"head": "cottage", "tail": "many", "relation": "random"}
+{"head": "penguin", "tail": "island", "relation": "random"}
+{"head": "vulture", "tail": "pinion", "relation": "mero"}
+{"head": "herring", "tail": "fresh", "relation": "attri"}
+{"head": "peach", "tail": "grow", "relation": "event"}
+{"head": "snake", "tail": "manual", "relation": "random"}
+{"head": "herring", "tail": "bone", "relation": "mero"}
+{"head": "rifle", "tail": "strike", "relation": "event"}
+{"head": "jar", "tail": "convention", "relation": "random"}
+{"head": "donkey", "tail": "kick", "relation": "event"}
+{"head": "ferry", "tail": "wisdom", "relation": "random"}
+{"head": "cloak", "tail": "robe", "relation": "coord"}
+{"head": "stove", "tail": "first", "relation": "random"}
+{"head": "box", "tail": "school", "relation": "random"}
+{"head": "truck", "tail": "winning", "relation": "random"}
+{"head": "peach", "tail": "orange", "relation": "attri"}
+{"head": "restaurant", "tail": "chair", "relation": "mero"}
+{"head": "alligator", "tail": "answer", "relation": "random"}
+{"head": "cottage", "tail": "learn", "relation": "random"}
+{"head": "bed", "tail": "give", "relation": "random"}
+{"head": "goose", "tail": "waterbird", "relation": "hyper"}
+{"head": "robe", "tail": "wear", "relation": "hyper"}
+{"head": "stereo", "tail": "solo", "relation": "random"}
+{"head": "freezer", "tail": "component", "relation": "random"}
+{"head": "ferry", "tail": "cheap", "relation": "attri"}
+{"head": "scooter", "tail": "poverty", "relation": "random"}
+{"head": "bottle", "tail": "pour", "relation": "event"}
+{"head": "gun", "tail": "situate", "relation": "random"}
+{"head": "library", "tail": "shelf", "relation": "mero"}
+{"head": "shovel", "tail": "Airedale", "relation": "random"}
+{"head": "banana", "tail": "underwrite", "relation": "random"}
+{"head": "hotel", "tail": "empty", "relation": "attri"}
+{"head": "blouse", "tail": "tooling", "relation": "random"}
+{"head": "cloak", "tail": "humanity", "relation": "random"}
+{"head": "mackerel", "tail": "well", "relation": "random"}
+{"head": "carp", "tail": "edible", "relation": "attri"}
+{"head": "frigate", "tail": "hull", "relation": "mero"}
+{"head": "stereo", "tail": "electronic", "relation": "attri"}
+{"head": "scooter", "tail": "informed", "relation": "random"}
+{"head": "hammer", "tail": "telethon", "relation": "random"}
+{"head": "rifle", "tail": "proportional", "relation": "random"}
+{"head": "robe", "tail": "sock", "relation": "coord"}
+{"head": "grenade", "tail": "drop", "relation": "event"}
+{"head": "freezer", "tail": "couple", "relation": "random"}
+{"head": "guitar", "tail": "implement", "relation": "random"}
+{"head": "hammer", "tail": "pound", "relation": "event"}
+{"head": "rabbit", "tail": "goat", "relation": "coord"}
+{"head": "lion", "tail": "large", "relation": "attri"}
+{"head": "corkscrew", "tail": "zoning", "relation": "random"}
+{"head": "scarf", "tail": "foreground", "relation": "random"}
+{"head": "washer", "tail": "phone", "relation": "coord"}
+{"head": "horse", "tail": "neigh", "relation": "event"}
+{"head": "sheep", "tail": "listening", "relation": "random"}
+{"head": "jar", "tail": "object", "relation": "hyper"}
+{"head": "robe", "tail": "fancy", "relation": "attri"}
+{"head": "phone", "tail": "salvation", "relation": "random"}
+{"head": "bed", "tail": "miner", "relation": "random"}
+{"head": "knife", "tail": "wrench", "relation": "coord"}
+{"head": "swan", "tail": "asphalt", "relation": "random"}
+{"head": "axe", "tail": "gain", "relation": "random"}
+{"head": "ambulance", "tail": "adaptable", "relation": "random"}
+{"head": "sweater", "tail": "primitive", "relation": "random"}
+{"head": "jet", "tail": "drive", "relation": "event"}
+{"head": "jacket", "tail": "complete", "relation": "random"}
+{"head": "lime", "tail": "tangerine", "relation": "coord"}
+{"head": "piano", "tail": "compact", "relation": "random"}
+{"head": "apricot", "tail": "pen", "relation": "random"}
+{"head": "washer", "tail": "eighty", "relation": "random"}
+{"head": "bowl", "tail": "become", "relation": "random"}
+{"head": "salmon", "tail": "fish", "relation": "hyper"}
+{"head": "dolphin", "tail": "dive", "relation": "event"}
+{"head": "coat", "tail": "syndicate", "relation": "random"}
+{"head": "jet", "tail": "steel", "relation": "mero"}
+{"head": "spade", "tail": "chairman", "relation": "random"}
+{"head": "goat", "tail": "hoof", "relation": "mero"}
+{"head": "squirrel", "tail": "beaver", "relation": "coord"}
+{"head": "fridge", "tail": "big", "relation": "attri"}
+{"head": "helicopter", "tail": "blade", "relation": "mero"}
+{"head": "lion", "tail": "stream", "relation": "random"}
+{"head": "radish", "tail": "stem", "relation": "mero"}
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+{"head": "beaver", "tail": "mammal", "relation": "hyper"}
+{"head": "lettuce", "tail": "vegetable", "relation": "hyper"}
+{"head": "frigate", "tail": "scholar", "relation": "random"}

dataset/EVALution/val.jsonl

@@ -0,0 +1,372 @@
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+{"head": "sea", "tail": "salt", "relation": "HasA"}
+{"head": "freedom", "tail": "fun", "relation": "HasProperty"}
+{"head": "beat", "tail": "move", "relation": "IsA"}
+{"head": "masturbate", "tail": "game", "relation": "IsA"}
+{"head": "question", "tail": "statement", "relation": "Antonym"}
+{"head": "comfort", "tail": "hard", "relation": "Antonym"}
+{"head": "joint", "tail": "hinge", "relation": "Synonym"}
+{"head": "purpose", "tail": "effect", "relation": "Synonym"}
+{"head": "table", "tail": "wood", "relation": "MadeOf"}
+{"head": "warm", "tail": "heat", "relation": "Synonym"}
+{"head": "line", "tail": "point", "relation": "Antonym"}
+{"head": "original", "tail": "reproduction", "relation": "Antonym"}
+{"head": "write", "tail": "pen", "relation": "Synonym"}
+{"head": "aid", "tail": "support", "relation": "Synonym"}
+{"head": "church", "tail": "religion", "relation": "IsA"}
+{"head": "compact", "tail": "loose", "relation": "Antonym"}
+{"head": "clip", "tail": "attach", "relation": "IsA"}
+{"head": "fear", "tail": "courage", "relation": "Antonym"}
+{"head": "head", "tail": "neck", "relation": "Antonym"}
+{"head": "smooth", "tail": "person", "relation": "IsA"}
+{"head": "work", "tail": "relaxation", "relation": "Antonym"}
+{"head": "joint", "tail": "body", "relation": "PartOf"}
+{"head": "sun", "tail": "shine", "relation": "HasProperty"}
+{"head": "body", "tail": "human", "relation": "PartOf"}
+{"head": "outer_space", "tail": "place", "relation": "IsA"}
+{"head": "cd", "tail": "light", "relation": "HasProperty"}
+{"head": "news", "tail": "violent", "relation": "HasProperty"}
+{"head": "slow", "tail": "person", "relation": "IsA"}
+{"head": "mouse", "tail": "small", "relation": "HasProperty"}
+{"head": "baby", "tail": "ugly", "relation": "HasProperty"}
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+{"head": "silk", "tail": "lace", "relation": "Antonym"}
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+{"head": "camp", "tail": "uncomfortable", "relation": "HasProperty"}
+{"head": "all", "tail": "nobody", "relation": "Antonym"}
+{"head": "lyric", "tail": "text", "relation": "IsA"}
+{"head": "metal", "tail": "plastic", "relation": "Antonym"}
+{"head": "road", "tail": "pavement", "relation": "Antonym"}
+{"head": "rain", "tail": "sun", "relation": "Antonym"}
+{"head": "baby", "tail": "amuse", "relation": "HasProperty"}
+{"head": "practice", "tail": "exercise", "relation": "Synonym"}
+{"head": "smoke", "tail": "clear", "relation": "Antonym"}
+{"head": "idle", "tail": "move", "relation": "Antonym"}
+{"head": "sugar", "tail": "white", "relation": "HasProperty"}
+{"head": "beak", "tail": "body_part", "relation": "IsA"}
+{"head": "secret", "tail": "information", "relation": "IsA"}
+{"head": "dress", "tail": "costume", "relation": "Synonym"}
+{"head": "flow", "tail": "move", "relation": "IsA"}
+{"head": "chapter", "tail": "book", "relation": "PartOf"}
+{"head": "loud", "tail": "good", "relation": "HasProperty"}
+{"head": "sorrow", "tail": "happy", "relation": "Antonym"}
+{"head": "pee", "tail": "liquid", "relation": "HasProperty"}
+{"head": "strange", "tail": "magazine", "relation": "IsA"}
+{"head": "color", "tail": "blue", "relation": "HasProperty"}
+{"head": "river", "tail": "stream", "relation": "Antonym"}
+{"head": "coach", "tail": "teach", "relation": "IsA"}
+{"head": "exhale", "tail": "breathe", "relation": "IsA"}
+{"head": "paper", "tail": "white", "relation": "HasProperty"}
+{"head": "harvest", "tail": "produce", "relation": "Synonym"}
+{"head": "box", "tail": "sport", "relation": "IsA"}
+{"head": "wale", "tail": "great_britain", "relation": "IsA"}
+{"head": "cool", "tail": "warm", "relation": "Antonym"}
+{"head": "gent", "tail": "gentleman", "relation": "IsA"}
+{"head": "book", "tail": "picture", "relation": "HasA"}
+{"head": "nation", "tail": "state", "relation": "Synonym"}
+{"head": "fasten", "tail": "join", "relation": "Synonym"}
+{"head": "second", "tail": "minute", "relation": "PartOf"}
+{"head": "soldier", "tail": "weapon", "relation": "HasA"}
+{"head": "board", "tail": "table", "relation": "Synonym"}
+{"head": "head", "tail": "tooth", "relation": "HasA"}
+{"head": "run", "tail": "fast", "relation": "HasProperty"}
+{"head": "shower", "tail": "bathroom", "relation": "PartOf"}
+{"head": "door", "tail": "hardware", "relation": "HasA"}
+{"head": "death", "tail": "sad", "relation": "HasProperty"}
+{"head": "hotel", "tail": "build", "relation": "IsA"}
+{"head": "plain", "tail": "pattern", "relation": "Antonym"}
+{"head": "ink", "tail": "red", "relation": "HasProperty"}
+{"head": "old", "tail": "past", "relation": "IsA"}
+{"head": "health", "tail": "sick", "relation": "Antonym"}
+{"head": "exercise", "tail": "fun", "relation": "HasProperty"}
+{"head": "mammal", "tail": "warm", "relation": "HasProperty"}
+{"head": "stool", "tail": "steel", "relation": "MadeOf"}
+{"head": "glass", "tail": "empty", "relation": "HasProperty"}
+{"head": "cat", "tail": "wild", "relation": "HasProperty"}
+{"head": "bank", "tail": "place", "relation": "IsA"}
+{"head": "game", "tail": "rule", "relation": "MadeOf"}
+{"head": "pant", "tail": "blow", "relation": "IsA"}
+{"head": "globe", "tail": "world", "relation": "Synonym"}
+{"head": "board", "tail": "organization", "relation": "IsA"}
+{"head": "sell", "tail": "market", "relation": "PartOf"}
+{"head": "hem", "tail": "edge", "relation": "IsA"}
+{"head": "blue", "tail": "orange", "relation": "Antonym"}
+{"head": "score", "tail": "fact", "relation": "IsA"}
+{"head": "number", "tail": "count", "relation": "Synonym"}
+{"head": "you", "tail": "person", "relation": "Synonym"}
+{"head": "fur", "tail": "soft", "relation": "HasProperty"}
+{"head": "bottle", "tail": "wine", "relation": "HasA"}
+{"head": "fall", "tail": "fly", "relation": "Antonym"}
+{"head": "meat", "tail": "red", "relation": "HasProperty"}
+{"head": "france", "tail": "art", "relation": "HasA"}
+{"head": "cake", "tail": "frost", "relation": "HasA"}
+{"head": "black", "tail": "white", "relation": "Antonym"}
+{"head": "paper", "tail": "sheet_of_paper", "relation": "Synonym"}
+{"head": "nation", "tail": "individual", "relation": "Antonym"}
+{"head": "hair", "tail": "human", "relation": "PartOf"}
+{"head": "girl", "tail": "weird", "relation": "HasProperty"}
+{"head": "adventure", "tail": "lazy", "relation": "Antonym"}
+{"head": "give", "tail": "flex", "relation": "Synonym"}
+{"head": "money", "tail": "paper", "relation": "MadeOf"}
+{"head": "school", "tail": "out", "relation": "HasProperty"}
+{"head": "bathtub", "tail": "vessel", "relation": "IsA"}
+{"head": "data", "tail": "information", "relation": "Synonym"}
+{"head": "learn", "tail": "grow_up", "relation": "PartOf"}
+{"head": "house", "tail": "library", "relation": "HasA"}
+{"head": "steak", "tail": "meal", "relation": "IsA"}
+{"head": "rose", "tail": "bush", "relation": "IsA"}
+{"head": "cheese", "tail": "bad", "relation": "HasProperty"}
+{"head": "color", "tail": "white", "relation": "Antonym"}
+{"head": "music", "tail": "television", "relation": "Antonym"}
+{"head": "fabric", "tail": "cloth", "relation": "Synonym"}
+{"head": "he", "tail": "gun", "relation": "HasA"}
+{"head": "cancer", "tail": "growth", "relation": "Synonym"}
+{"head": "travel", "tail": "fun", "relation": "HasProperty"}
+{"head": "department", "tail": "whole", "relation": "Antonym"}
+{"head": "baby", "tail": "small", "relation": "HasProperty"}
+{"head": "score", "tail": "record", "relation": "IsA"}
+{"head": "trouble", "tail": "happen", "relation": "IsA"}
+{"head": "god", "tail": "person", "relation": "IsA"}
+{"head": "volcano", "tail": "crater", "relation": "HasA"}
+{"head": "hit", "tail": "miss", "relation": "Antonym"}
+{"head": "fire", "tail": "water", "relation": "Antonym"}
+{"head": "respect", "tail": "dislike", "relation": "Antonym"}
+{"head": "computer", "tail": "develop", "relation": "HasProperty"}
+{"head": "noble", "tail": "coward", "relation": "Antonym"}
+{"head": "tear", "tail": "wet", "relation": "HasProperty"}
+{"head": "man", "tail": "human_be", "relation": "Synonym"}
+{"head": "truck", "tail": "automobile", "relation": "IsA"}
+{"head": "music", "tail": "hobby", "relation": "IsA"}
+{"head": "leaf", "tail": "stem", "relation": "Antonym"}
+{"head": "suffer", "tail": "war", "relation": "PartOf"}
+{"head": "lion", "tail": "male", "relation": "IsA"}
+{"head": "sport", "tail": "game", "relation": "IsA"}
+{"head": "passageway", "tail": "space", "relation": "MadeOf"}
+{"head": "drug", "tail": "illegal", "relation": "HasProperty"}
+{"head": "victory", "tail": "success", "relation": "Synonym"}
+{"head": "dive", "tail": "fall", "relation": "IsA"}
+{"head": "ear", "tail": "mouth", "relation": "Antonym"}
+{"head": "full", "tail": "thin", "relation": "Antonym"}
+{"head": "growth", "tail": "good", "relation": "HasProperty"}
+{"head": "earth", "tail": "sea", "relation": "Antonym"}
+{"head": "ignorance", "tail": "education", "relation": "Antonym"}
+{"head": "pillow", "tail": "feather", "relation": "HasA"}
+{"head": "float", "tail": "sink", "relation": "Antonym"}
+{"head": "wed", "tail": "divorce", "relation": "Antonym"}
+{"head": "race", "tail": "act", "relation": "IsA"}
+{"head": "rest", "tail": "awake", "relation": "Antonym"}
+{"head": "base", "tail": "bad", "relation": "Synonym"}
+{"head": "earth", "tail": "water", "relation": "Antonym"}
+{"head": "soap", "tail": "dirt", "relation": "Antonym"}
+{"head": "mountain", "tail": "land", "relation": "MadeOf"}
+{"head": "bring", "tail": "give", "relation": "Antonym"}
+{"head": "swim", "tail": "sink", "relation": "Antonym"}
+{"head": "root", "tail": "tree", "relation": "PartOf"}
+{"head": "actor", "tail": "person", "relation": "IsA"}
+{"head": "freeway", "tail": "highway", "relation": "Synonym"}
+{"head": "house", "tail": "stair", "relation": "HasA"}
+{"head": "train", "tail": "practice", "relation": "IsA"}
+{"head": "murder", "tail": "kill", "relation": "IsA"}
+{"head": "keyboard", "tail": "computer", "relation": "PartOf"}
+{"head": "power", "tail": "pull", "relation": "Synonym"}
+{"head": "smile", "tail": "fun", "relation": "IsA"}
+{"head": "deal", "tail": "hand", "relation": "Synonym"}
+{"head": "enjoy", "tail": "dislike", "relation": "Antonym"}
+{"head": "break", "tail": "join", "relation": "Antonym"}
+{"head": "bad", "tail": "evil", "relation": "IsA"}
+{"head": "snake", "tail": "scale", "relation": "HasA"}
+{"head": "star", "tail": "constellation", "relation": "PartOf"}
+{"head": "forth", "tail": "album", "relation": "IsA"}
+{"head": "save", "tail": "keep", "relation": "Synonym"}
+{"head": "cloud", "tail": "white", "relation": "HasProperty"}
+{"head": "telephone", "tail": "ring", "relation": "Synonym"}
+{"head": "blow", "tail": "breathe", "relation": "Antonym"}
+{"head": "problem", "tail": "solve", "relation": "Antonym"}
+{"head": "water", "tail": "liquid", "relation": "IsA"}
+{"head": "crop", "tail": "expand", "relation": "Antonym"}
+{"head": "back", "tail": "reverse", "relation": "Synonym"}
+{"head": "rise", "tail": "raise", "relation": "Synonym"}
+{"head": "you", "tail": "hot", "relation": "HasProperty"}
+{"head": "penis", "tail": "cell", "relation": "MadeOf"}
+{"head": "man", "tail": "staff", "relation": "IsA"}
+{"head": "sunshine", "tail": "darkness", "relation": "Antonym"}
+{"head": "plant", "tail": "rock", "relation": "Antonym"}
+{"head": "exchange", "tail": "keep", "relation": "Antonym"}
+{"head": "shop", "tail": "store", "relation": "Synonym"}
+{"head": "hurt", "tail": "damage", "relation": "IsA"}
+{"head": "industry", "tail": "manufacture", "relation": "Synonym"}
+{"head": "shadow", "tail": "sun", "relation": "Antonym"}
+{"head": "mountain", "tail": "place", "relation": "IsA"}
+{"head": "child", "tail": "fun", "relation": "HasProperty"}
+{"head": "rise", "tail": "low", "relation": "Antonym"}
+{"head": "knife", "tail": "dull", "relation": "HasProperty"}
+{"head": "familiar", "tail": "cold", "relation": "Antonym"}
+{"head": "eye", "tail": "needle", "relation": "PartOf"}
+{"head": "sight", "tail": "view", "relation": "Synonym"}
+{"head": "past", "tail": "present", "relation": "Antonym"}
+{"head": "poison", "tail": "good", "relation": "Antonym"}
+{"head": "sound", "tail": "vision", "relation": "Antonym"}
+{"head": "help", "tail": "support", "relation": "Synonym"}
+{"head": "phrase", "tail": "sentence", "relation": "PartOf"}
+{"head": "rise", "tail": "change", "relation": "IsA"}
+{"head": "road", "tail": "grey", "relation": "HasProperty"}
+{"head": "create", "tail": "destroy", "relation": "Antonym"}
+{"head": "armchair", "tail": "comfortable", "relation": "HasProperty"}
+{"head": "music", "tail": "fun", "relation": "HasProperty"}
+{"head": "human", "tail": "cell", "relation": "MadeOf"}
+{"head": "drink", "tail": "solid", "relation": "Antonym"}
+{"head": "chop", "tail": "strike", "relation": "IsA"}
+{"head": "wife", "tail": "family", "relation": "PartOf"}
+{"head": "continent", "tail": "beach", "relation": "HasA"}
+{"head": "apple", "tail": "tasty", "relation": "HasProperty"}
+{"head": "meet", "tail": "important", "relation": "HasProperty"}
+{"head": "wheel", "tail": "machine", "relation": "IsA"}
+{"head": "cheat", "tail": "affair", "relation": "PartOf"}
+{"head": "coat", "tail": "fur", "relation": "Synonym"}
+{"head": "illness", "tail": "feel", "relation": "IsA"}
+{"head": "link", "tail": "part", "relation": "Synonym"}
+{"head": "shade", "tail": "sunlight", "relation": "Antonym"}
+{"head": "ear", "tail": "face", "relation": "PartOf"}
+{"head": "globe", "tail": "map", "relation": "IsA"}
+{"head": "plow", "tail": "tool", "relation": "IsA"}
+{"head": "assemble", "tail": "make", "relation": "IsA"}
+{"head": "insect", "tail": "organism", "relation": "IsA"}
+{"head": "trust", "tail": "confidence", "relation": "Synonym"}
+{"head": "cloth", "tail": "soft", "relation": "HasProperty"}
+{"head": "letter", "tail": "character", "relation": "IsA"}
+{"head": "college", "tail": "place", "relation": "IsA"}
+{"head": "court", "tail": "build", "relation": "IsA"}
+{"head": "bring", "tail": "leave", "relation": "Antonym"}
+{"head": "pass", "tail": "keep", "relation": "Antonym"}
+{"head": "skyscraper", "tail": "build", "relation": "IsA"}
+{"head": "ocean", "tail": "deep", "relation": "HasProperty"}
+{"head": "camera", "tail": "flash", "relation": "HasA"}
+{"head": "body", "tail": "automobile", "relation": "PartOf"}
+{"head": "ship", "tail": "steel", "relation": "MadeOf"}
+{"head": "muscle", "tail": "body", "relation": "PartOf"}
+{"head": "wait", "tail": "leave", "relation": "Antonym"}
+{"head": "separation", "tail": "separate", "relation": "Synonym"}
+{"head": "i", "tail": "job", "relation": "HasA"}
+{"head": "joy", "tail": "misery", "relation": "Antonym"}
+{"head": "vacation", "tail": "fun", "relation": "HasProperty"}
+{"head": "deal", "tail": "trade", "relation": "Synonym"}
+{"head": "skin", "tail": "cell", "relation": "MadeOf"}
+{"head": "home", "tail": "out", "relation": "Antonym"}
+{"head": "watch", "tail": "solid", "relation": "HasProperty"}
+{"head": "ear", "tail": "human", "relation": "PartOf"}
+{"head": "cabinet", "tail": "plastic", "relation": "MadeOf"}
+{"head": "pull", "tail": "get", "relation": "Synonym"}
+{"head": "water", "tail": "important", "relation": "HasProperty"}
+{"head": "paint", "tail": "hobby", "relation": "IsA"}
+{"head": "metal", "tail": "wood", "relation": "Antonym"}
+{"head": "cell", "tail": "room", "relation": "IsA"}
+{"head": "credit", "tail": "movie", "relation": "PartOf"}
+{"head": "child", "tail": "annoy", "relation": "HasProperty"}
+{"head": "finish", "tail": "happen", "relation": "IsA"}
+{"head": "lecture", "tail": "dull", "relation": "HasProperty"}
+{"head": "bone", "tail": "muscle", "relation": "Antonym"}
+{"head": "knit", "tail": "manufacture", "relation": "IsA"}
+{"head": "night", "tail": "darkness", "relation": "Synonym"}
+{"head": "handle", "tail": "mug", "relation": "PartOf"}
+{"head": "evil", "tail": "good", "relation": "Antonym"}
+{"head": "point", "tail": "time", "relation": "Synonym"}
+{"head": "pepper", "tail": "red", "relation": "HasProperty"}
+{"head": "bike", "tail": "fun", "relation": "HasProperty"}
+{"head": "wall", "tail": "hallway", "relation": "PartOf"}
+{"head": "drug", "tail": "medicine", "relation": "Synonym"}
+{"head": "mercury", "tail": "element", "relation": "IsA"}
+{"head": "rock", "tail": "heavy", "relation": "HasProperty"}
+{"head": "roll", "tail": "bounce", "relation": "Antonym"}
+{"head": "spit", "tail": "wet", "relation": "HasProperty"}
+{"head": "relax", "tail": "change", "relation": "IsA"}
+{"head": "outer_space", "tail": "black", "relation": "HasProperty"}
+{"head": "coat", "tail": "cover", "relation": "IsA"}
+{"head": "hop", "tail": "dance", "relation": "IsA"}
+{"head": "sunset", "tail": "colorful", "relation": "HasProperty"}
+{"head": "leaf", "tail": "different", "relation": "HasProperty"}
+{"head": "television", "tail": "good", "relation": "HasProperty"}
+{"head": "garbage", "tail": "refuse", "relation": "Synonym"}
+{"head": "function", "tail": "part", "relation": "Synonym"}
+{"head": "face", "tail": "turn", "relation": "IsA"}
+{"head": "core", "tail": "center", "relation": "IsA"}
+{"head": "sheet", "tail": "blanket", "relation": "Synonym"}
+{"head": "friend", "tail": "human", "relation": "IsA"}
+{"head": "kitchen", "tail": "sink", "relation": "HasA"}
+{"head": "sit", "tail": "relax", "relation": "HasProperty"}
+{"head": "hill", "tail": "tall", "relation": "HasProperty"}
+{"head": "scale", "tail": "cover", "relation": "IsA"}
+{"head": "nation", "tail": "country", "relation": "Synonym"}
+{"head": "prison", "tail": "bad", "relation": "HasProperty"}
+{"head": "nucleus", "tail": "center", "relation": "IsA"}
+{"head": "meat", "tail": "muscle", "relation": "IsA"}
+{"head": "bowl", "tail": "play", "relation": "IsA"}
+{"head": "tongue", "tail": "boot", "relation": "PartOf"}
+{"head": "simple", "tail": "beautiful", "relation": "HasProperty"}
+{"head": "mammal", "tail": "heart", "relation": "HasA"}
+{"head": "bark", "tail": "talk", "relation": "IsA"}
+{"head": "car", "tail": "bike", "relation": "Antonym"}
+{"head": "ocean", "tail": "water", "relation": "HasA"}
+{"head": "stand", "tail": "stop", "relation": "IsA"}
+{"head": "hole", "tail": "space", "relation": "IsA"}
+{"head": "water", "tail": "cheap", "relation": "HasProperty"}
+{"head": "chocolate", "tail": "cool", "relation": "HasProperty"}
+{"head": "actress", "tail": "human", "relation": "IsA"}
+{"head": "protect", "tail": "injure", "relation": "Antonym"}
+{"head": "part", "tail": "all", "relation": "Antonym"}
+{"head": "feel", "tail": "think", "relation": "IsA"}
+{"head": "include", "tail": "add", "relation": "IsA"}
+{"head": "relationship", "tail": "state", "relation": "IsA"}
+{"head": "person", "tail": "fun", "relation": "HasProperty"}
+{"head": "waste", "tail": "keep", "relation": "Antonym"}

dataset/ROOT09/val.jsonl

@@ -0,0 +1,638 @@
+{"head": "caffeine", "tail": "character", "relation": "RANDOM"}
+{"head": "guitar", "tail": "accede", "relation": "RANDOM"}
+{"head": "curl", "tail": "game", "relation": "HYPER"}
+{"head": "cat", "tail": "object", "relation": "RANDOM"}
+{"head": "bull", "tail": "creature", "relation": "HYPER"}
+{"head": "sport", "tail": "club", "relation": "HYPER"}
+{"head": "truck", "tail": "automobile", "relation": "HYPER"}
+{"head": "scooter", "tail": "mere", "relation": "RANDOM"}
+{"head": "apricot", "tail": "compromise", "relation": "RANDOM"}
+{"head": "jar", "tail": "other", "relation": "RANDOM"}
+{"head": "radio", "tail": "opportunity", "relation": "RANDOM"}
+{"head": "television", "tail": "entertainment", "relation": "HYPER"}
+{"head": "fighter", "tail": "other", "relation": "RANDOM"}
+{"head": "foot", "tail": "shine", "relation": "RANDOM"}
+{"head": "helicopter", "tail": "footage", "relation": "RANDOM"}
+{"head": "cottage", "tail": "warehouse", "relation": "COORD"}
+{"head": "horse", "tail": "homeowner", "relation": "RANDOM"}
+{"head": "deer", "tail": "mammal", "relation": "RANDOM"}
+{"head": "fridge", "tail": "artefact", "relation": "HYPER"}
+{"head": "tanker", "tail": "battleship", "relation": "COORD"}
+{"head": "elephant", "tail": "squirrel", "relation": "COORD"}
+{"head": "draw", "tail": "artifact", "relation": "RANDOM"}
+{"head": "birch", "tail": "oak", "relation": "COORD"}
+{"head": "left", "tail": "lens", "relation": "RANDOM"}
+{"head": "slider", "tail": "turtle", "relation": "HYPER"}
+{"head": "castle", "tail": "confidence", "relation": "RANDOM"}
+{"head": "fork", "tail": "scissors", "relation": "COORD"}
+{"head": "cultivate", "tail": "statement", "relation": "RANDOM"}
+{"head": "bolt", "tail": "lock", "relation": "HYPER"}
+{"head": "gold", "tail": "clothing", "relation": "RANDOM"}
+{"head": "ocean", "tail": "filter", "relation": "RANDOM"}
+{"head": "goat", "tail": "Victorian", "relation": "RANDOM"}
+{"head": "lion", "tail": "predator", "relation": "HYPER"}
+{"head": "assertion", "tail": "idea", "relation": "HYPER"}
+{"head": "poison", "tail": "kill", "relation": "HYPER"}
+{"head": "picture", "tail": "think", "relation": "HYPER"}
+{"head": "hospital", "tail": "ignorant", "relation": "RANDOM"}
+{"head": "intercourse", "tail": "liquid", "relation": "RANDOM"}
+{"head": "deer", "tail": "covering", "relation": "RANDOM"}
+{"head": "lettuce", "tail": "non-smoke", "relation": "RANDOM"}
+{"head": "swan", "tail": "approach", "relation": "RANDOM"}
+{"head": "screwdriver", "tail": "implement", "relation": "HYPER"}
+{"head": "rivalry", "tail": "division", "relation": "RANDOM"}
+{"head": "butterfly", "tail": "fun", "relation": "RANDOM"}
+{"head": "beaver", "tail": "assess", "relation": "RANDOM"}
+{"head": "glove", "tail": "monologue", "relation": "RANDOM"}
+{"head": "combine", "tail": "union", "relation": "HYPER"}
+{"head": "cookie", "tail": "text", "relation": "HYPER"}
+{"head": "van", "tail": "yacht", "relation": "COORD"}
+{"head": "fashion", "tail": "practice", "relation": "HYPER"}
+{"head": "sunset", "tail": "hour", "relation": "HYPER"}
+{"head": "clarinet", "tail": "interesting", "relation": "RANDOM"}
+{"head": "chair", "tail": "artefact", "relation": "HYPER"}
+{"head": "sheep", "tail": "smuggler", "relation": "RANDOM"}
+{"head": "clarinet", "tail": "do", "relation": "RANDOM"}
+{"head": "helicopter", "tail": "yacht", "relation": "COORD"}
+{"head": "fiscal", "tail": "financial", "relation": "HYPER"}
+{"head": "herring", "tail": "creature", "relation": "HYPER"}
+{"head": "turtle", "tail": "lizard", "relation": "COORD"}
+{"head": "power", "tail": "business", "relation": "HYPER"}
+{"head": "double", "tail": "twice", "relation": "HYPER"}
+{"head": "revolver", "tail": "merchandise", "relation": "RANDOM"}
+{"head": "ferry", "tail": "train", "relation": "COORD"}
+{"head": "experience", "tail": "artefact", "relation": "RANDOM"}
+{"head": "velocity", "tail": "motion", "relation": "HYPER"}
+{"head": "rationale", "tail": "basis", "relation": "HYPER"}
+{"head": "excitable", "tail": "happy", "relation": "HYPER"}
+{"head": "carrot", "tail": "parsley", "relation": "COORD"}
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+{"head": "fork", "tail": "romantic", "relation": "RANDOM"}
+{"head": "tuna", "tail": "cod", "relation": "COORD"}
+{"head": "gauge", "tail": "measurement", "relation": "HYPER"}
+{"head": "frigate", "tail": "motorcycle", "relation": "COORD"}
+{"head": "pine", "tail": "secret", "relation": "RANDOM"}
+{"head": "eagle", "tail": "swan", "relation": "COORD"}
+{"head": "oven", "tail": "saddle", "relation": "RANDOM"}
+{"head": "contradiction", "tail": "decrease", "relation": "RANDOM"}
+{"head": "boom", "tail": "support", "relation": "RANDOM"}
+{"head": "screech", "tail": "monetary", "relation": "RANDOM"}
+{"head": "dresser", "tail": "single", "relation": "RANDOM"}
+{"head": "glider", "tail": "look", "relation": "RANDOM"}
+{"head": "awaken", "tail": "arouse", "relation": "HYPER"}
+{"head": "pineapple", "tail": "beast", "relation": "RANDOM"}
+{"head": "spade", "tail": "chairman", "relation": "RANDOM"}
+{"head": "toaster", "tail": "freezer", "relation": "COORD"}
+{"head": "oak", "tail": "tree", "relation": "HYPER"}
+{"head": "eagle", "tail": "vertebrate", "relation": "HYPER"}
+{"head": "motorcycle", "tail": "fighter", "relation": "COORD"}
+{"head": "birch", "tail": "martial", "relation": "RANDOM"}
+{"head": "robin", "tail": "treat", "relation": "RANDOM"}
+{"head": "shirt", "tail": "refer", "relation": "RANDOM"}
+{"head": "touch", "tail": "acting", "relation": "RANDOM"}
+{"head": "flute", "tail": "creature", "relation": "RANDOM"}
+{"head": "weapon", "tail": "sick", "relation": "RANDOM"}
+{"head": "vague", "tail": "undefined", "relation": "RANDOM"}
+{"head": "apple", "tail": "psychoanalytic", "relation": "RANDOM"}
+{"head": "van", "tail": "bomber", "relation": "COORD"}
+{"head": "toaster", "tail": "dedicate", "relation": "RANDOM"}
+{"head": "apple", "tail": "socialist", "relation": "RANDOM"}
+{"head": "wardrobe", "tail": "dresser", "relation": "COORD"}
+{"head": "horse", "tail": "zebra", "relation": "COORD"}
+{"head": "battleship", "tail": "motorboat", "relation": "COORD"}
+{"head": "rat", "tail": "mouse", "relation": "COORD"}
+{"head": "lettuce", "tail": "carrot", "relation": "COORD"}
+{"head": "prime", "tail": "artefact", "relation": "RANDOM"}
+{"head": "hawk", "tail": "sparrow", "relation": "COORD"}
+{"head": "kitten", "tail": "arrangement", "relation": "RANDOM"}
+{"head": "rabbit", "tail": "squirrel", "relation": "COORD"}
+{"head": "mug", "tail": "itchy", "relation": "RANDOM"}
+{"head": "coyote", "tail": "goat", "relation": "COORD"}
+{"head": "sex", "tail": "precise", "relation": "RANDOM"}
+{"head": "box", "tail": "pulmonary", "relation": "RANDOM"}
+{"head": "rifle", "tail": "person", "relation": "RANDOM"}
+{"head": "violin", "tail": "maintenance", "relation": "RANDOM"}
+{"head": "elephant", "tail": "giraffe", "relation": "COORD"}
+{"head": "society", "tail": "leisure", "relation": "RANDOM"}
+{"head": "bull", "tail": "giraffe", "relation": "COORD"}
+{"head": "grapefruit", "tail": "plum", "relation": "COORD"}
+{"head": "sexuality", "tail": "behavior", "relation": "HYPER"}
+{"head": "metamorphosis", "tail": "family", "relation": "RANDOM"}
+{"head": "support", "tail": "act", "relation": "HYPER"}
+{"head": "fork", "tail": "rural", "relation": "RANDOM"}
+{"head": "trout", "tail": "knowledge", "relation": "RANDOM"}
+{"head": "train", "tail": "vineyard", "relation": "RANDOM"}
+{"head": "box", "tail": "suitcase", "relation": "COORD"}
+{"head": "nationality", "tail": "protect", "relation": "RANDOM"}
+{"head": "grape", "tail": "strawberry", "relation": "COORD"}
+{"head": "whisper", "tail": "democracy", "relation": "RANDOM"}
+{"head": "crown", "tail": "receive", "relation": "RANDOM"}
+{"head": "rationale", "tail": "play", "relation": "RANDOM"}
+{"head": "consist", "tail": "bush", "relation": "RANDOM"}
+{"head": "shovel", "tail": "produce", "relation": "RANDOM"}
+{"head": "immobilize", "tail": "animal", "relation": "RANDOM"}
+{"head": "tuna", "tail": "object", "relation": "RANDOM"}
+{"head": "ferry", "tail": "servant", "relation": "RANDOM"}
+{"head": "pear", "tail": "chemical", "relation": "RANDOM"}
+{"head": "despotic", "tail": "learn", "relation": "RANDOM"}
+{"head": "rabbit", "tail": "pet", "relation": "HYPER"}
+{"head": "trouble", "tail": "hurt", "relation": "HYPER"}
+{"head": "hole", "tail": "store", "relation": "RANDOM"}
+{"head": "giraffe", "tail": "goat", "relation": "COORD"}
+{"head": "bed", "tail": "device", "relation": "HYPER"}
+{"head": "giraffe", "tail": "whale", "relation": "COORD"}
+{"head": "athlete", "tail": "uncertain", "relation": "RANDOM"}
+{"head": "mystical", "tail": "paranormal", "relation": "HYPER"}
+{"head": "spinach", "tail": "garlic", "relation": "COORD"}
+{"head": "associative", "tail": "related", "relation": "HYPER"}
+{"head": "freezer", "tail": "component", "relation": "RANDOM"}
+{"head": "sleep", "tail": "relax", "relation": "HYPER"}
+{"head": "freezer", "tail": "refrain", "relation": "RANDOM"}
+{"head": "device", "tail": "design", "relation": "HYPER"}
+{"head": "motorcycle", "tail": "objective", "relation": "RANDOM"}
+{"head": "pontificate", "tail": "talk", "relation": "HYPER"}
+{"head": "home", "tail": "tent", "relation": "HYPER"}
+{"head": "castle", "tail": "penny", "relation": "RANDOM"}
+{"head": "clarinet", "tail": "mark", "relation": "RANDOM"}
+{"head": "bear", "tail": "complaint", "relation": "RANDOM"}
+{"head": "cathedral", "tail": "vowel", "relation": "RANDOM"}
+{"head": "grasshopper", "tail": "locust", "relation": "COORD"}
+{"head": "athlete", "tail": "human", "relation": "HYPER"}
+{"head": "giraffe", "tail": "fisherman", "relation": "RANDOM"}
+{"head": "grapefruit", "tail": "cherry", "relation": "COORD"}
+{"head": "unaffected", "tail": "nasty", "relation": "RANDOM"}
+{"head": "glove", "tail": "regard", "relation": "RANDOM"}
+{"head": "gun", "tail": "situate", "relation": "RANDOM"}
+{"head": "fighter", "tail": "know", "relation": "RANDOM"}
+{"head": "corkscrew", "tail": "touch", "relation": "RANDOM"}
+{"head": "owl", "tail": "vulture", "relation": "COORD"}
+{"head": "trip", "tail": "step", "relation": "HYPER"}
+{"head": "spoon", "tail": "glass", "relation": "COORD"}
+{"head": "hammer", "tail": "implement", "relation": "HYPER"}
+{"head": "snake", "tail": "shallow", "relation": "RANDOM"}
+{"head": "partial", "tail": "object", "relation": "RANDOM"}
+{"head": "snake", "tail": "manual", "relation": "RANDOM"}
+{"head": "hatchet", "tail": "wrench", "relation": "COORD"}
+{"head": "grow", "tail": "change", "relation": "HYPER"}
+{"head": "spade", "tail": "important", "relation": "RANDOM"}
+{"head": "tabulate", "tail": "arrange", "relation": "HYPER"}
+{"head": "try", "tail": "attempt", "relation": "HYPER"}
+{"head": "van", "tail": "frigate", "relation": "COORD"}
+{"head": "mortal", "tail": "human", "relation": "HYPER"}
+{"head": "coconut", "tail": "invoke", "relation": "RANDOM"}
+{"head": "light", "tail": "energy", "relation": "HYPER"}
+{"head": "sweater", "tail": "artefact", "relation": "HYPER"}
+{"head": "helicopter", "tail": "train", "relation": "COORD"}
+{"head": "sweater", "tail": "wait", "relation": "RANDOM"}
+{"head": "doctor", "tail": "human", "relation": "HYPER"}
+{"head": "musket", "tail": "situation", "relation": "RANDOM"}
+{"head": "wrench", "tail": "axe", "relation": "COORD"}
+{"head": "break", "tail": "be", "relation": "RANDOM"}
+{"head": "bottle", "tail": "crimson", "relation": "RANDOM"}
+{"head": "rat", "tail": "crash", "relation": "RANDOM"}
+{"head": "owl", "tail": "heiress", "relation": "RANDOM"}
+{"head": "airplane", "tail": "machine", "relation": "HYPER"}
+{"head": "tap", "tail": "country", "relation": "RANDOM"}
+{"head": "spot", "tail": "creature", "relation": "RANDOM"}
+{"head": "pass", "tail": "travel", "relation": "HYPER"}
+{"head": "diagnose", "tail": "move", "relation": "RANDOM"}
+{"head": "coyote", "tail": "diagnostic", "relation": "RANDOM"}
+{"head": "cat", "tail": "survey", "relation": "RANDOM"}
+{"head": "proportionate", "tail": "vertebrate", "relation": "RANDOM"}
+{"head": "pub", "tail": "remove", "relation": "RANDOM"}
+{"head": "progressive", "tail": "color", "relation": "RANDOM"}
+{"head": "coupling", "tail": "sex", "relation": "HYPER"}
+{"head": "sieve", "tail": "test", "relation": "RANDOM"}
+{"head": "goat", "tail": "conveyance", "relation": "RANDOM"}
+{"head": "training", "tail": "school", "relation": "HYPER"}
+{"head": "diamond", "tail": "shape", "relation": "HYPER"}
+{"head": "horse", "tail": "goat", "relation": "COORD"}
+{"head": "dishwasher", "tail": "color", "relation": "RANDOM"}
+{"head": "dog", "tail": "qualify", "relation": "RANDOM"}
+{"head": "unaffected", "tail": "unchanged", "relation": "HYPER"}
+{"head": "dagger", "tail": "emigrate", "relation": "RANDOM"}
+{"head": "falcon", "tail": "penguin", "relation": "COORD"}
+{"head": "rifle", "tail": "bomb", "relation": "COORD"}
+{"head": "sweater", "tail": "underpants", "relation": "COORD"}
+{"head": "cloak", "tail": "artefact", "relation": "HYPER"}
+{"head": "invade", "tail": "newspaper", "relation": "RANDOM"}
+{"head": "jet", "tail": "ambulance", "relation": "COORD"}
+{"head": "revolver", "tail": "implement", "relation": "HYPER"}
+{"head": "ambulance", "tail": "motorcycle", "relation": "COORD"}
+{"head": "guitar", "tail": "main", "relation": "RANDOM"}
+{"head": "water", "tail": "molecule", "relation": "HYPER"}
+{"head": "sum", "tail": "add", "relation": "HYPER"}
+{"head": "pain", "tail": "evaluate", "relation": "RANDOM"}
+{"head": "castle", "tail": "fruit", "relation": "RANDOM"}
+{"head": "scooter", "tail": "meat", "relation": "RANDOM"}
+{"head": "vital", "tail": "bar", "relation": "RANDOM"}
+{"head": "fan", "tail": "number", "relation": "RANDOM"}
+{"head": "plane", "tail": "vehicle", "relation": "HYPER"}
+{"head": "hotel", "tail": "edifice", "relation": "HYPER"}
+{"head": "boom", "tail": "place", "relation": "RANDOM"}
+{"head": "pheasant", "tail": "game", "relation": "HYPER"}
+{"head": "squirrel", "tail": "accuracy", "relation": "RANDOM"}
+{"head": "assertion", "tail": "grammar", "relation": "HYPER"}
+{"head": "bomb", "tail": "reside", "relation": "RANDOM"}
+{"head": "uplift", "tail": "garment", "relation": "RANDOM"}
+{"head": "violin", "tail": "cello", "relation": "COORD"}
+{"head": "violin", "tail": "piano", "relation": "COORD"}
+{"head": "spear", "tail": "own", "relation": "RANDOM"}
+{"head": "unstructured", "tail": "spontaneous", "relation": "HYPER"}
+{"head": "deer", "tail": "beaver", "relation": "COORD"}
+{"head": "cranberry", "tail": "banana", "relation": "COORD"}
+{"head": "washer", "tail": "stereo", "relation": "COORD"}
+{"head": "maze", "tail": "puzzle", "relation": "HYPER"}
+{"head": "resonate", "tail": "sound", "relation": "HYPER"}
+{"head": "shirt", "tail": "jacket", "relation": "COORD"}
+{"head": "missile", "tail": "physics", "relation": "RANDOM"}
+{"head": "spoon", "tail": "saw", "relation": "COORD"}
+{"head": "couch", "tail": "late", "relation": "RANDOM"}
+{"head": "tiger", "tail": "cow", "relation": "COORD"}
+{"head": "horse", "tail": "ceiling", "relation": "RANDOM"}
+{"head": "play", "tail": "object", "relation": "RANDOM"}
+{"head": "fox", "tail": "giraffe", "relation": "COORD"}
+{"head": "cauliflower", "tail": "corn", "relation": "COORD"}
+{"head": "play", "tail": "fun", "relation": "HYPER"}
+{"head": "axe", "tail": "blue", "relation": "RANDOM"}
+{"head": "indispensable", "tail": "needed", "relation": "HYPER"}
+{"head": "whale", "tail": "counter", "relation": "RANDOM"}
+{"head": "violin", "tail": "further", "relation": "RANDOM"}
+{"head": "guitar", "tail": "rounded", "relation": "RANDOM"}
+{"head": "sum", "tail": "analog", "relation": "RANDOM"}
+{"head": "grapefruit", "tail": "grape", "relation": "COORD"}
+{"head": "pineapple", "tail": "papaya", "relation": "COORD"}
+{"head": "lion", "tail": "sheep", "relation": "COORD"}
+{"head": "bat", "tail": "hit", "relation": "HYPER"}
+{"head": "bag", "tail": "case", "relation": "COORD"}
+{"head": "coat", "tail": "group", "relation": "RANDOM"}
+{"head": "bag", "tail": "basket", "relation": "COORD"}
+{"head": "penguin", "tail": "hawk", "relation": "COORD"}
+{"head": "restaurant", "tail": "senior", "relation": "RANDOM"}
+{"head": "allude", "tail": "clean", "relation": "RANDOM"}
+{"head": "deduce", "tail": "urban", "relation": "RANDOM"}
+{"head": "jacket", "tail": "cover", "relation": "HYPER"}
+{"head": "crow", "tail": "blackbird", "relation": "COORD"}
+{"head": "hatchet", "tail": "fork", "relation": "COORD"}
+{"head": "bedroom", "tail": "rise", "relation": "RANDOM"}
+{"head": "robin", "tail": "sparrow", "relation": "COORD"}
+{"head": "university", "tail": "complete", "relation": "RANDOM"}
+{"head": "spade", "tail": "saw", "relation": "COORD"}
+{"head": "bomber", "tail": "move", "relation": "RANDOM"}
+{"head": "jet", "tail": "jersey", "relation": "RANDOM"}
+{"head": "musket", "tail": "comment", "relation": "RANDOM"}
+{"head": "couch", "tail": "pace", "relation": "RANDOM"}
+{"head": "clam", "tail": "shellfish", "relation": "HYPER"}
+{"head": "grasshopper", "tail": "place", "relation": "RANDOM"}
+{"head": "swan", "tail": "sparrow", "relation": "COORD"}
+{"head": "bottle", "tail": "sparkle", "relation": "RANDOM"}
+{"head": "lift", "tail": "business", "relation": "RANDOM"}
+{"head": "dagger", "tail": "channel", "relation": "RANDOM"}
+{"head": "battleship", "tail": "tease", "relation": "RANDOM"}
+{"head": "hatchet", "tail": "spade", "relation": "COORD"}
+{"head": "train", "tail": "van", "relation": "COORD"}
+{"head": "deer", "tail": "competitive", "relation": "RANDOM"}
+{"head": "pulmonary", "tail": "structure", "relation": "RANDOM"}
+{"head": "corkscrew", "tail": "knife", "relation": "COORD"}
+{"head": "box", "tail": "box", "relation": "COORD"}
+{"head": "rifle", "tail": "mythological", "relation": "RANDOM"}
+{"head": "car", "tail": "convey", "relation": "RANDOM"}
+{"head": "wardrobe", "tail": "bed", "relation": "COORD"}
+{"head": "chop", "tail": "move", "relation": "RANDOM"}

lexical_relation_classification.py

@@ -0,0 +1,97 @@
+import json
+import datasets
+
+logger = datasets.logging.get_logger(__name__)
+_DESCRIPTION = """[Lexical Relation Classification](https://aclanthology.org/P19-1169/)"""
+_NAME = "lexical_relation_classification"
+_VERSION = "1.0.0"
+_CITATION = """
+@inproceedings{wang-etal-2019-spherere,
+    title = "{S}phere{RE}: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings",
+    author = "Wang, Chengyu  and
+      He, Xiaofeng  and
+      Zhou, Aoying",
+    booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics",
+    month = jul,
+    year = "2019",
+    address = "Florence, Italy",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/P19-1169",
+    doi = "10.18653/v1/P19-1169",
+    pages = "1727--1737",
+    abstract = "Lexical relations describe how meanings of terms relate to each other. Typical examples include hypernymy, synonymy, meronymy, etc. Automatic distinction of lexical relations is vital for NLP applications, and also challenging due to the lack of contextual signals to discriminate between such relations. In this work, we present a neural representation learning model to distinguish lexical relations among term pairs based on Hyperspherical Relation Embeddings (SphereRE). Rather than learning embeddings for individual terms, the model learns representations of relation triples by mapping them to the hyperspherical embedding space, where relation triples of different lexical relations are well separated. Experiments over several benchmarks confirm SphereRE outperforms state-of-the-arts.",
+}
+"""
+_HOME_PAGE = "https://github.com/asahi417/relbert"
+_URL = f'https://huggingface.co/datasets/relbert/{_NAME}/raw/main/dataset'
+_URLS = {
+    str(datasets.Split.TRAIN): {
+            'BLESS': [f'{_URL}/BLESS/train.jsonl'],
+            'CogALexV': [f'{_URL}/CogALexV/train.jsonl'],
+            'K&H+N': [f'{_URL}/K&H+N/train.jsonl'],
+            'ROOT09': [f'{_URL}/ROOT09/train.jsonl'],
+            'EVALution': [f'{_URL}/EVALution/train.jsonl'],
+        },
+    str(datasets.Split.TEST): {
+            'BLESS': [f'{_URL}/BLESS/test.jsonl'],
+            'CogALexV': [f'{_URL}/CogALexV/test.jsonl'],
+            'K&H+N': [f'{_URL}/K&H+N/test.jsonl'],
+            'ROOT09': [f'{_URL}/ROOT09/test.jsonl'],
+            'EVALution': [f'{_URL}/EVALution/test.jsonl'],
+        },
+    str(datasets.Split.VALIDATION): {
+            'BLESS': [f'{_URL}/bats/val.jsonl'],
+            'K&H+N': [f'{_URL}/K&H+N/val.jsonl'],
+            'ROOT09': [f'{_URL}/ROOT09/val.jsonl'],
+            'EVALution': [f'{_URL}/EVALution/val.jsonl'],
+        }
+}
+_DATASET = list(_URLS[list(_URLS.keys())[0]].keys())
+
+
+class LexicalRelationClassificationConfig(datasets.BuilderConfig):
+    """BuilderConfig"""
+
+    def __init__(self, **kwargs):
+        """BuilderConfig.
+        Args:
+          **kwargs: keyword arguments forwarded to super.
+        """
+        super(LexicalRelationClassificationConfig, self).__init__(**kwargs)
+
+
+class LexicalRelationClassification(datasets.GeneratorBasedBuilder):
+
+    BUILDER_CONFIGS = [LexicalRelationClassificationConfig(name=i, description=f"Dataset {i}") for i in sorted(_DATASET)]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "head": datasets.Value("string"),
+                    "tail": datasets.Value("string"),
+                    "relation": datasets.Value("string"),
+                }
+            ),
+            supervised_keys=None,
+            homepage=_HOME_PAGE
+        )
+
+    def _split_generators(self, dl_manager):
+        downloaded_file = dl_manager.download_and_extract(
+            {k: v[self.config.name] for k, v in _URLS.items() if self.config.name in v}
+        )
+        return [datasets.SplitGenerator(name=k, gen_kwargs={"filepaths": downloaded_file[k]})
+                for k, v in _URLS.items() if self.config.name in v]
+
+    def _generate_examples(self, filepaths):
+        _key = 0
+        for filepath in filepaths:
+            logger.info("generating examples from = %s", filepath)
+            with open(filepath, encoding="utf-8") as f:
+                _list = [i for i in f.read().split('\n') if len(i) > 0]
+                for i in _list:
+                    data = json.loads(i)
+                    yield _key, data
+                    _key += 1