readme

README.md

@@ -0,0 +1,41 @@
+---
+language:
+- en
+license:
+- other
+multilinguality:
+- monolingual
+size_categories:
+- n<1K
+pretty_name: TBA
+---
+
+# Dataset Card for "cardiffnlp/relentless"
+## Dataset Description
+- **Repository:** [https://huggingface.co/datasets/cardiffnlp/relentless](https://huggingface.co/datasets/cardiffnlp/relentless)
+- **Paper:** TBA
+- **Dataset:** 
+
+### Dataset Summary
+
+
+| relation_type          |   val. |   test |
+|:-----------------------|-------:|-------:|
+| is friend/ally of      |     20 |     92 |
+| is competitor/rival of |     20 |     89 |
+| is known for           |     20 |    108 |
+| is influenced by       |     20 |     93 |
+| is similar to          |     20 |     93 |
+
+## Dataset Structure
+### Data Instances
+
+
+### Citation Information
+```
+TBA
+```
+
+### LICENSE
+The LICENSE of all the resources are under [CC-BY-NC-4.0](./LICENSE). Thus, they are freely available for academic purpose or individual research, but restricted for commercial use.
+

data/data_processed.new.validation.jsonl

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+{"pairs": [["Nadal", "Federer"], ["Virgin Media", "BT"], ["UNIQLO", "ZARA"], ["The Notorious B.I.G.", "2Pac"], ["AC Milan", "Juventus"], ["University of Oxford", "University of Cambridge"], ["Red Hat", "Ubuntu"], ["Borussia Dortmund", "PSG"], ["Cardiff FC", "Swansea FC"], ["Microsoft", "Facebook"], ["Doctor Who", "Game of Thrones"], ["Macallan", "Suntory"], ["Christopher Lloyd", "Coriandrum sativum"], ["Wickes", "ScrewFix"], ["EE", "Three UK"], ["US", "Mexico"], ["Marvel Comics", "D.C. Comics"], ["Betty White", "Charli D'Amelio"], ["Salieri", "Mozart"], ["Russia", "US"]], "scores_all": [[5.0, 4.0, 5.0, 5.0, 4.0, 4.0, 5.0], [5.0, 5.0, 4.0, 4.0, 5.0, 5.0, 5.0], [4.0, 4.0, 5.0, 3.0, 5.0, 3, 4.0], [4.0, 1, 5.0, 5.0, 4.0, 4.0, 5.0], [5.0, 5.0, 5.0, 5.0, 5.0, 4.0, 5.0], [4.0, 5.0, 4.0, 4.0, 4.0, 4.0, 5.0], [4.0, 3.0, 4.0, 4.0, 5.0, 3, 5.0], [4.0, 5.0, 3.0, 4.0, 5.0, 4.0, 3.0], [4.0, 5.0, 5.0, 5.0, 5.0, 4.0, 5.0], [3.0, 2, 4.0, 4.0, 5.0, 3.0, 4.0], [3.0, 4.0, 2, 2.0, 3.0, 4.0, 2.0], [4, 3, 3.0, 4.0, 4.0, 5.0, 5.0], [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0], [4.0, 3.0, 5.0, 4.0, 4.0, 5.0, 5.0], [4.0, 5.0, 3.0, 5.0, 5.0, 5.0, 5.0], [3.0, 4.0, 3.0, 2.0, 4.0, 3, 2.0], [4.0, 5.0, 5.0, 5.0, 5, 5.0, 5.0], [1.0, 1.0, 1.0, 2.0, 1.0, 1.0, 1.0], [4, 2.0, 4.0, 4.0, 2.0, 3.0, 2.0], [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0]], "scores_mean": [4.571428571428571, 4.714285714285714, 4.0, 4.0, 4.857142857142857, 4.285714285714286, 4.0, 4.0, 4.714285714285714, 3.5714285714285716, 2.857142857142857, 4.0, 1.0, 4.285714285714286, 4.571428571428571, 3.0, 4.857142857142857, 1.1428571428571428, 3.0, 5.0], "relation_type": "is competitor/rival of", "ranks": [6.5, 4.5, 12, 12, 2.5, 8.5, 12, 12, 4.5, 15, 18, 12, 20, 8.5, 6.5, 16.5, 2.5, 19, 16.5, 1], "positive_examples": [["Aznar", "Bush"], ["Sprite", "7 Up"], ["Cadbury", "chocolate"], ["Plato", "Socrates"], ["Ligue 1", "Bundesliga"]]}
+{"pairs": [["Owain Glyndwr", "Charles VI of France"], ["United States", "European Union"], ["UK", "USA"], ["Thomas Carlyle", "Charles Dickens"], ["Abraham Lincoln", "George McLellan"], ["Ukraine", "Russia"], ["Russia", "Belarus"], ["Darth Vader", "Obi-Wan Kenobi"], ["Donald Trump", "Ron DeSantis"], ["Microsoft", "OpenAI"], ["Frodo", "Boromir"], ["Lady Gaga", "Madonna"], ["England", "Scotland"], ["Vincent van Gogh", "Paul Gauguin"], ["Gatsby", "Tom Buchanan"], ["UK", "Rwanda"], ["Maximus Decimus Meridius", "Juba"], ["CIA", "MI6"], ["Sherlock", "Lauryn Hill"], ["Schindler's List", "Baz Luhrmann"]], "scores_all": [[4.0, 5, 5.0, 3.0, 3.0, 5.0, 4.0], [4.0, 4.0, 5.0, 4.0, 5.0, 5.0, 4.0], [4.0, 5.0, 5.0, 5.0, 5, 5.0, 5.0], [4.0, 4.0, 5.0, 5.0, 4.0, 3.0, 4.0], [2.0, 1.0, 2.0, 2, 2.0, 1.0, 2.0], [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0], [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0], [2.0, 1.0, 1.0, 3, 2.0, 2.0, 1.0], [3.0, 3.0, 2.0, 4.0, 2.0, 3, 4.0], [5.0, 5.0, 4.0, 4.0, 4.0, 5.0, 4.0], [3.0, 1, 4.0, 4.0, 4, 5.0, 5.0], [3.0, 4.0, 1, 2.0, 4.0, 2.0, 2.0], [4.0, 4.0, 4.0, 4.0, 5.0, 3.0, 4.0], [4, 4.0, 3.0, 2, 5.0, 4.0, 5.0], [2, 1.0, 1.0, 2.0, 2.0, 1.0, 1.0], [3.0, 3.0, 2.0, 4.0, 3.0, 3.0, 3.0], [4.0, 5, 5, 4.0, 5, 4, 5], [4.0, 4.0, 5.0, 5.0, 5.0, 4.0, 5.0], [1.0, 1.0, 1.0, 3.0, 1.0, 1.0, 1.0], [1.0, 1.0, 1.0, 3.0, 1.0, 1.0, 2.0]], "scores_mean": [4.142857142857143, 4.428571428571429, 4.857142857142857, 4.142857142857143, 1.7142857142857142, 1.0, 5.0, 1.7142857142857142, 3.0, 4.428571428571429, 3.7142857142857144, 2.5714285714285716, 4.0, 3.857142857142857, 1.4285714285714286, 3.0, 4.571428571428571, 4.571428571428571, 1.2857142857142858, 1.4285714285714286], "relation_type": "is friend/ally of", "ranks": [7.5, 5.5, 2, 7.5, 15.5, 20, 1, 15.5, 12.5, 5.5, 11, 14, 9, 10, 17.5, 12.5, 3.5, 3.5, 19, 17.5], "positive_examples": [["Australia", "New Zealand"], ["Dell", "HP"], ["Russell Crowe", "Gladiator"], ["Europe", "European Union"], ["Coca-Cola", "Pepsi"]]}
+{"pairs": [["Oasis", "Beatles"], ["Vincent van gogh", "Bipolar disorder"], ["UK", "Winston Churchill"], ["The Hunger Games", "1984"], ["Acer", "Asus"], ["Vape", "cigarette"], ["Pulp", "Beatles"], ["Buckingham Palace", "Accenture"], ["Chester Bennington", "Jonathan Banks"], ["Mike Tyson", "Muhammad Ali"], ["English Wikipedia", "Alexandra Feodorovna"], ["Liz Truss", "Thatcher"], ["Conservative Party", "Labour Party"], ["Vladimir Lenin", "Karl Marx"], ["Europe", "European Union"], ["UK", "EU"], ["McDonalds", "KFC"], ["Boris Johnson", "Winston Churchill"], ["Rihanna", "Stevie Wonder"], ["Rhys Ifans", "Richard Branson"]], "scores_all": [[4.0, 4.0, 5.0, 5.0, 5.0, 4.0, 5.0], [4.0, 1, 2.0, 4.0, 5.0, 4.0, 5.0], [4.0, 5.0, 3.0, 5.0, 5.0, 4.0, 5.0], [4.0, 5.0, 3.0, 4.0, 4.0, 4.0, 4.0], [4.0, 5.0, 3.0, 4.0, 5.0, 3.0, 5.0], [4.0, 5.0, 3.0, 5.0, 5.0, 5.0, 5.0], [4.0, 2.0, 3.0, 4.0, 5.0, 2, 3.0], [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0], [1.0, 2, 1.0, 3.0, 1.0, 1.0, 1.0], [4.0, 5.0, 3.0, 4.0, 5.0, 5.0, 3.0], [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0], [4.0, 5.0, 4.0, 5.0, 5.0, 4.0, 5.0], [3.0, 5.0, 3.0, 4.0, 5.0, 3.0, 4.0], [4.0, 5.0, 5.0, 5.0, 4.0, 4.0, 5.0], [4.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0], [4.0, 5.0, 4.0, 5.0, 5.0, 5.0, 5.0], [4, 5.0, 3.0, 4.0, 5.0, 4.0, 5], [4.0, 5.0, 4.0, 5.0, 5.0, 4.0, 5.0], [2.0, 2.0, 2.0, 4.0, 4.0, 4.0, 3.0], [2.0, 1.0, 1.0, 2.0, 1.0, 1.0, 1.0]], "scores_mean": [4.571428571428571, 3.5714285714285716, 4.428571428571429, 4.0, 4.142857142857143, 4.571428571428571, 3.2857142857142856, 1.0, 1.4285714285714286, 4.142857142857143, 1.0, 4.571428571428571, 3.857142857142857, 4.571428571428571, 4.857142857142857, 4.714285714285714, 4.285714285714286, 4.571428571428571, 3.0, 1.2857142857142858], "relation_type": "is influenced by", "ranks": [5, 14, 8, 12, 10.5, 5, 15, 19.5, 17, 10.5, 19.5, 5, 13, 5, 1, 2, 9, 5, 16, 18], "positive_examples": [["Elsa", "Anna"], ["Liverpool FC", "Manchester United"], ["Leonardo Da Vinci", "Mona Lisa"], ["Messi", "Maradona"], ["The Avengers", "The Justice League"]]}
+{"pairs": [["Le Corbusier", "purism art"], ["Sean Connery", "Finding Forrester"], ["Russell Crowe", "Gladiator"], ["Qualcomm", "smartphones"], ["Adam Driver", "Hannibal Lecter"], ["Scotland", "bagpipes"], ["Mount Everest", "New Testament"], ["Bosch", "dishwasher"], ["Cadbury", "chocolate"], ["John Krasinski", "Tony Curtis"], ["Ernest Hemingway", "To Have and Have Not"], ["Italy", "pizza"], ["Chris Hemsworth", "Blackbeard"], ["Snap", "Snapchat"], ["Father's Day", "Shirley Temple"], ["Rome", "Colosseum"], ["Jared Leto", "Steve Irwin"], ["Bill Gates", "Microsoft"], ["Nikola Tesla", "robotics"], ["New Zealand", "sheep"]], "scores_all": [[4.0, 5.0, 3.0, 4.0, 5.0, 3.0, 5.0], [4.0, 5.0, 2, 5.0, 5.0, 4.0, 2], [4.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0], [3.0, 3, 2, 3, 2, 2, 2], [1.0, 5, 1.0, 2.0, 1.0, 3.0, 1.0], [4.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0], [2.0, 1.0, 1.0, 1, 1.0, 1.0, 1.0], [4.0, 3.0, 3.0, 2.0, 4.0, 2.0, 3.0], [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0], [1.0, 2.0, 1.0, 3.0, 1.0, 1.0, 1.0], [3, 5.0, 3.0, 5.0, 4.0, 5.0, 3.0], [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0], [2.0, 1.0, 1.0, 3.0, 3, 1.0, 1.0], [5.0, 5.0, 5.0, 4.0, 5.0, 5.0, 5.0], [1.0, 3, 1.0, 3.0, 1.0, 1.0, 3.0], [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 4.0], [1.0, 1.0, 1.0, 3.0, 1.0, 1.0, 1.0], [4.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0], [4.0, 3.0, 3.0, 4.0, 4, 4, 1], [4.0, 5.0, 4.0, 4.0, 5.0, 4.0, 3.0]], "scores_mean": [4.142857142857143, 3.857142857142857, 4.857142857142857, 2.4285714285714284, 2.0, 4.857142857142857, 1.1428571428571428, 3.0, 5.0, 1.4285714285714286, 4.0, 5.0, 1.7142857142857142, 4.857142857142857, 1.8571428571428572, 4.857142857142857, 1.2857142857142858, 4.857142857142857, 3.2857142857142856, 4.142857142857143], "relation_type": "is known for", "ranks": [8.5, 11, 5, 14, 15, 5, 20, 13, 1.5, 18, 10, 1.5, 17, 5, 16, 5, 19, 5, 12, 8.5], "positive_examples": [["Extinction Rebellion", "Greta Thunberg"], ["Israel", "Palestine"], ["Paris", "Eiffel Tower"], ["Ethereum", "Bitcoin"], ["Australia", "New Zealand"]]}
+{"pairs": [["NATO", "United Nations"], ["Tesco", "Sainsburys"], ["Surrey", "Essex"], ["Squid Game", "Physical: 100"], ["Adele", "Ed Sheeran"], ["Sweden", "Finland"], ["Prada", "Versace"], ["Champions League", "Primavera Sound"], ["Christianity", "Judaism"], ["Marvel Comics", "DC Comics"], ["Doctor Who", "Sherlock Holmes"], ["Iraq", "Iran"], ["Cornwall", "Brittany"], ["The Simpsons", "Family Guy"], ["Domino's", "YO! Sushi"], ["Sukhoi Su-34", "Rita Moreno"], ["Kyivan Rus'", "Julian calendar"], ["cement", "concrete"], ["Quora", "Stack Overflow"], ["Queen", "Richard Wagner"]], "scores_all": [[4.0, 5.0, 3.0, 5.0, 5.0, 5.0, 4], [5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0], [4.0, 5.0, 5.0, 4.0, 4.0, 4.0, 5.0], [4.0, 4.0, 3.0, 4, 5.0, 4.0, 5.0], [4.0, 2.0, 4.0, 2.0, 4, 3.0, 4.0], [5.0, 4.0, 5.0, 4.0, 5.0, 5.0, 2], [4.0, 5.0, 5.0, 4.0, 5.0, 4.0, 5.0], [2.0, 1.0, 1.0, 2.0, 1.0, 1.0, 1.0], [4.0, 4.0, 4.0, 4.0, 4.0, 3.0, 2.0], [4.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0], [2.0, 2, 3.0, 2.0, 4.0, 4.0, 3.0], [4.0, 4.0, 5.0, 4.0, 3.0, 5.0, 2], [4.0, 3.0, 4.0, 4.0, 3, 5.0, 4.0], [5.0, 4.0, 5.0, 5.0, 5.0, 5.0, 5.0], [4, 1.0, 3.0, 2, 1.0, 1.0, 1.0], [1.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0], [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3], [4.0, 5.0, 3.0, 2, 4.0, 5.0, 5.0], [4.0, 5.0, 4.0, 4.0, 4.0, 4.0, 4], [3.0, 3, 2.0, 2.0, 3.0, 1.0, 1.0]], "scores_mean": [4.428571428571429, 5.0, 4.428571428571429, 4.142857142857143, 3.2857142857142856, 4.285714285714286, 4.571428571428571, 1.2857142857142858, 3.5714285714285716, 4.857142857142857, 2.857142857142857, 3.857142857142857, 3.857142857142857, 4.857142857142857, 1.8571428571428572, 1.1428571428571428, 1.2857142857142858, 4.0, 4.142857142857143, 2.142857142857143], "relation_type": "is similar to", "ranks": [5.5, 1, 5.5, 8.5, 14, 7, 4, 18.5, 13, 2.5, 15, 11.5, 11.5, 2.5, 17, 20, 18.5, 10, 8.5, 16], "positive_examples": [["CIA", "MI6"], ["Microsoft Teams", "Slack"], ["Apple", "iPhone"], ["Impressionism", "Edouard Manet"], ["Tesco", "Sainsburys"]]}

relentless.py

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+"""
+from datasets import load_dataset
+data = load_dataset(".")
+"""
+import json
+import datasets
+
+
+logger = datasets.logging.get_logger(__name__)
+_DESCRIPTION = """ Named-entities Relation Ranking. """
+_NAME = "relentless"
+_VERSION = "0.1.2"
+_CITATION = """TBA"""
+_HOME_PAGE = "https://huggingface.co/datasets/cardiffnlp/relentless"
+_URL = f'https://huggingface.co/datasets/cardiffnlp/{_NAME}/raw/main'
+_URLS = {
+    str(datasets.Split.VALIDATION): [f'{_URL}/data/data_processed.new.validation.jsonl'],
+    # str(datasets.Split.TEST): [f'{_URL}/data/data_processed.new.test.jsonl']
+}
+
+
+class RelentlessConfig(datasets.BuilderConfig):
+    """BuilderConfig"""
+
+    def __init__(self, **kwargs):
+        """BuilderConfig.
+        Args:
+          **kwargs: keyword arguments forwarded to super.
+        """
+        super(RelentlessConfig, self).__init__(**kwargs)
+
+
+class Relentless(datasets.GeneratorBasedBuilder):
+    """Dataset."""
+
+    BUILDER_CONFIGS = [RelentlessConfig(version=datasets.Version(_VERSION), description=_DESCRIPTION)]
+
+    def _split_generators(self, dl_manager):
+        # downloaded_file = dl_manager.download_and_extract(_URLS[self.config.name])
+        downloaded_file = dl_manager.download_and_extract(_URLS)
+        return [datasets.SplitGenerator(name=i, gen_kwargs={"filepaths": downloaded_file[str(i)]})
+                for i in [datasets.Split.VALIDATION, datasets.Split.TEST]]
+
+    def _generate_examples(self, filepaths):
+        _key = 0
+        for filepath in filepaths:
+            logger.info(f"generating examples from = {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
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "pairs": datasets.Sequence(datasets.Sequence(datasets.Value("string"))),
+                    "scores_all": datasets.Sequence(datasets.Sequence(datasets.Value('int32'))),
+                    "scores_mean": datasets.Sequence(datasets.Value("float32")),
+                    "relation_type": datasets.Value("string"),
+                    "positive_examples": datasets.Sequence(datasets.Sequence(datasets.Value("string"))),
+                    "ranks": datasets.Sequence(datasets.Value('int32'))
+                }
+            ),
+            supervised_keys=None,
+            homepage=_HOME_PAGE,
+            citation=_CITATION,
+        )