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README.md ADDED
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+ ---
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+ language:
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+ - en
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+ multilinguality:
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+ - monolingual
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+ task_categories:
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+ - text-retrieval
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+ source_datasets:
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+ - NevIR
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+ task_ids:
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+ - document-retrieval
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+ config_names:
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+ - corpus
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+ - queries
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+ - qrels
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+ - top_ranked
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+ tags:
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+ - text-retrieval
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+ - negation
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+ dataset_info:
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+ - config_name: corpus
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+ features:
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+ - name: _id
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+ dtype: string
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+ - name: text
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+ dtype: string
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+ splits:
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+ - name: corpus
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+ num_examples: 1896 # 948 * 2 as each sample has doc1 and doc2
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+ - config_name: queries
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+ features:
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+ - name: _id
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+ dtype: string
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+ - name: text
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+ dtype: string
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+ splits:
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+ - name: queries
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+ num_examples: 1896 # 948 * 2 as each sample has q1 and q2
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+ - config_name: qrels
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+ features:
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+ - name: query_id
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+ dtype: string
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+ - name: doc_id
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+ dtype: string
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+ - name: score
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+ dtype: int
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+ splits:
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+ - name: train
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+ num_examples: 1896 # 948 * 2 as each query matches with one doc
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+ - name: validation
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+ num_examples: 450 # 225 * 2
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+ - name: test
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+ num_examples: 450 # 225 * 2
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+ - config_name: top_ranked
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+ features:
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+ - name: query_id
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+ dtype: string
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+ - name: doc_ids
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+ dtype: list
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+ splits:
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+ - name: train
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+ num_examples: 1896 # Each query gets both doc1 and doc2
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+ - name: validation
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+ num_examples: 238
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+ - name: test
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+ num_examples: 238
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+ configs:
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+ - config_name: corpus
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+ data_files:
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+ - split: corpus
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+ path: corpus.jsonl
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+ - config_name: queries
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+ data_files:
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+ - split: queries
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+ path: queries.jsonl
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+ - config_name: qrels
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+ data_files:
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+ - split: train
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+ path: qrels/train.jsonl
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+ - split: validation
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+ path: qrels/validation.jsonl
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+ - split: test
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+ path: qrels/test.jsonl
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+ - config_name: top_ranked
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+ data_files:
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+ - split: train
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+ path: top_ranked/train.jsonl
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+ - split: validation
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+ path: top_ranked/validation.jsonl
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+ - split: test
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+ path: top_ranked/test.jsonl
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+ ---
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+
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+ # NevIR-mteb Dataset
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+
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+ This is the MTEB-compatible version of the NevIR dataset, structured for information retrieval tasks focused on negation understanding.
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+
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+ ## Dataset Structure
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+
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+ The dataset is organized into multiple configurations:
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+
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+ 1. `corpus`: Contains all documents (doc1 and doc2 from each sample)
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+ 2. `queries`: Contains all queries (q1 and q2 from each sample)
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+ 3. `qrels`: Contains relevance judgments (q1 matches with doc1, q2 matches with doc2)
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+ 4. `top_ranked`: Contains candidate documents for each query (both doc1 and doc2 for every query)
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+
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+ ## Usage
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ # Load the entire dataset
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+ dataset = load_dataset("orionweller/NevIR-mteb")
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+
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+ # Load specific configurations
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+ corpus = load_dataset("orionweller/NevIR-mteb", "corpus")
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+ queries = load_dataset("orionweller/NevIR-mteb", "queries")
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+ qrels = load_dataset("orionweller/NevIR-mteb", "qrels")
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+ top_ranked = load_dataset("orionweller/NevIR-mteb", "top_ranked")
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+ ```
corpus.jsonl ADDED
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qrels/test.jsonl ADDED
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qrels/train.jsonl ADDED
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qrels/validation.jsonl ADDED
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+ {"query_id": "444-2_q1", "doc_id": "444-2_doc1", "score": 1}
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+ {"query_id": "444-2_q2", "doc_id": "444-2_doc2", "score": 1}
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+ {"query_id": "444-3_q1", "doc_id": "444-3_doc1", "score": 1}
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+ {"query_id": "444-3_q2", "doc_id": "444-3_doc2", "score": 1}
5
+ {"query_id": "445-2_q1", "doc_id": "445-2_doc1", "score": 1}
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+ {"query_id": "445-2_q2", "doc_id": "445-2_doc2", "score": 1}
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+ {"query_id": "445-3_q1", "doc_id": "445-3_doc1", "score": 1}
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+ {"query_id": "445-3_q2", "doc_id": "445-3_doc2", "score": 1}
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+ {"query_id": "446-2_q1", "doc_id": "446-2_doc1", "score": 1}
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+ {"query_id": "446-2_q2", "doc_id": "446-2_doc2", "score": 1}
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+ {"query_id": "446-3_q1", "doc_id": "446-3_doc1", "score": 1}
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+ {"query_id": "446-3_q2", "doc_id": "446-3_doc2", "score": 1}
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+ {"query_id": "447-2_q1", "doc_id": "447-2_doc1", "score": 1}
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+ {"query_id": "447-2_q2", "doc_id": "447-2_doc2", "score": 1}
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+ {"query_id": "447-3_q1", "doc_id": "447-3_doc1", "score": 1}
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+ {"query_id": "447-3_q2", "doc_id": "447-3_doc2", "score": 1}
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+ {"query_id": "448-2_q1", "doc_id": "448-2_doc1", "score": 1}
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+ {"query_id": "448-2_q2", "doc_id": "448-2_doc2", "score": 1}
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+ {"query_id": "448-3_q1", "doc_id": "448-3_doc1", "score": 1}
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+ {"query_id": "448-3_q2", "doc_id": "448-3_doc2", "score": 1}
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+ {"query_id": "449-2_q1", "doc_id": "449-2_doc1", "score": 1}
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+ {"query_id": "449-2_q2", "doc_id": "449-2_doc2", "score": 1}
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+ {"query_id": "449-3_q1", "doc_id": "449-3_doc1", "score": 1}
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+ {"query_id": "449-3_q2", "doc_id": "449-3_doc2", "score": 1}
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+ {"query_id": "450-2_q1", "doc_id": "450-2_doc1", "score": 1}
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+ {"query_id": "450-2_q2", "doc_id": "450-2_doc2", "score": 1}
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+ {"query_id": "450-3_q1", "doc_id": "450-3_doc1", "score": 1}
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+ {"query_id": "450-3_q2", "doc_id": "450-3_doc2", "score": 1}
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+ {"query_id": "451-2_q1", "doc_id": "451-2_doc1", "score": 1}
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+ {"query_id": "451-2_q2", "doc_id": "451-2_doc2", "score": 1}
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+ {"query_id": "451-3_q1", "doc_id": "451-3_doc1", "score": 1}
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+ {"query_id": "451-3_q2", "doc_id": "451-3_doc2", "score": 1}
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+ {"query_id": "452-2_q1", "doc_id": "452-2_doc1", "score": 1}
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+ {"query_id": "452-2_q2", "doc_id": "452-2_doc2", "score": 1}
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+ {"query_id": "452-3_q1", "doc_id": "452-3_doc1", "score": 1}
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+ {"query_id": "452-3_q2", "doc_id": "452-3_doc2", "score": 1}
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+ {"query_id": "453-2_q1", "doc_id": "453-2_doc1", "score": 1}
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+ {"query_id": "453-2_q2", "doc_id": "453-2_doc2", "score": 1}
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+ {"query_id": "455-2_q1", "doc_id": "455-2_doc1", "score": 1}
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+ {"query_id": "455-2_q2", "doc_id": "455-2_doc2", "score": 1}
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+ {"query_id": "455-3_q1", "doc_id": "455-3_doc1", "score": 1}
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+ {"query_id": "455-3_q2", "doc_id": "455-3_doc2", "score": 1}
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+ {"query_id": "456-2_q1", "doc_id": "456-2_doc1", "score": 1}
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+ {"query_id": "456-2_q2", "doc_id": "456-2_doc2", "score": 1}
45
+ {"query_id": "456-3_q1", "doc_id": "456-3_doc1", "score": 1}
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+ {"query_id": "456-3_q2", "doc_id": "456-3_doc2", "score": 1}
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+ {"query_id": "457-2_q1", "doc_id": "457-2_doc1", "score": 1}
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+ {"query_id": "457-2_q2", "doc_id": "457-2_doc2", "score": 1}
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+ {"query_id": "457-3_q1", "doc_id": "457-3_doc1", "score": 1}
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+ {"query_id": "457-3_q2", "doc_id": "457-3_doc2", "score": 1}
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+ {"query_id": "459-3_q1", "doc_id": "459-3_doc1", "score": 1}
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+ {"query_id": "459-3_q2", "doc_id": "459-3_doc2", "score": 1}
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+ {"query_id": "460-2_q1", "doc_id": "460-2_doc1", "score": 1}
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+ {"query_id": "460-2_q2", "doc_id": "460-2_doc2", "score": 1}
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+ {"query_id": "460-3_q1", "doc_id": "460-3_doc1", "score": 1}
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+ {"query_id": "460-3_q2", "doc_id": "460-3_doc2", "score": 1}
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+ {"query_id": "461-2_q1", "doc_id": "461-2_doc1", "score": 1}
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+ {"query_id": "461-2_q2", "doc_id": "461-2_doc2", "score": 1}
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+ {"query_id": "461-3_q1", "doc_id": "461-3_doc1", "score": 1}
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+ {"query_id": "461-3_q2", "doc_id": "461-3_doc2", "score": 1}
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+ {"query_id": "462-2_q1", "doc_id": "462-2_doc1", "score": 1}
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+ {"query_id": "462-2_q2", "doc_id": "462-2_doc2", "score": 1}
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+ {"query_id": "462-3_q1", "doc_id": "462-3_doc1", "score": 1}
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+ {"query_id": "462-3_q2", "doc_id": "462-3_doc2", "score": 1}
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+ {"query_id": "463-2_q1", "doc_id": "463-2_doc1", "score": 1}
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+ {"query_id": "463-2_q2", "doc_id": "463-2_doc2", "score": 1}
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+ {"query_id": "463-3_q1", "doc_id": "463-3_doc1", "score": 1}
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+ {"query_id": "463-3_q2", "doc_id": "463-3_doc2", "score": 1}
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+ {"query_id": "464-2_q1", "doc_id": "464-2_doc1", "score": 1}
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+ {"query_id": "464-2_q2", "doc_id": "464-2_doc2", "score": 1}
71
+ {"query_id": "464-3_q1", "doc_id": "464-3_doc1", "score": 1}
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+ {"query_id": "464-3_q2", "doc_id": "464-3_doc2", "score": 1}
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+ {"query_id": "465-2_q1", "doc_id": "465-2_doc1", "score": 1}
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+ {"query_id": "465-2_q2", "doc_id": "465-2_doc2", "score": 1}
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+ {"query_id": "465-3_q1", "doc_id": "465-3_doc1", "score": 1}
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+ {"query_id": "465-3_q2", "doc_id": "465-3_doc2", "score": 1}
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+ {"query_id": "466-2_q1", "doc_id": "466-2_doc1", "score": 1}
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+ {"query_id": "466-2_q2", "doc_id": "466-2_doc2", "score": 1}
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+ {"query_id": "466-3_q1", "doc_id": "466-3_doc1", "score": 1}
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+ {"query_id": "466-3_q2", "doc_id": "466-3_doc2", "score": 1}
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+ {"query_id": "467-2_q1", "doc_id": "467-2_doc1", "score": 1}
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+ {"query_id": "467-2_q2", "doc_id": "467-2_doc2", "score": 1}
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+ {"query_id": "467-3_q1", "doc_id": "467-3_doc1", "score": 1}
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+ {"query_id": "467-3_q2", "doc_id": "467-3_doc2", "score": 1}
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+ {"query_id": "468-2_q1", "doc_id": "468-2_doc1", "score": 1}
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+ {"query_id": "468-2_q2", "doc_id": "468-2_doc2", "score": 1}
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+ {"query_id": "468-3_q1", "doc_id": "468-3_doc1", "score": 1}
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+ {"query_id": "468-3_q2", "doc_id": "468-3_doc2", "score": 1}
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+ {"query_id": "469-2_q1", "doc_id": "469-2_doc1", "score": 1}
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+ {"query_id": "469-2_q2", "doc_id": "469-2_doc2", "score": 1}
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+ {"query_id": "469-3_q1", "doc_id": "469-3_doc1", "score": 1}
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+ {"query_id": "469-3_q2", "doc_id": "469-3_doc2", "score": 1}
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+ {"query_id": "470-2_q1", "doc_id": "470-2_doc1", "score": 1}
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+ {"query_id": "470-2_q2", "doc_id": "470-2_doc2", "score": 1}
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+ {"query_id": "470-3_q1", "doc_id": "470-3_doc1", "score": 1}
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+ {"query_id": "470-3_q2", "doc_id": "470-3_doc2", "score": 1}
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+ {"query_id": "471-2_q1", "doc_id": "471-2_doc1", "score": 1}
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+ {"query_id": "471-2_q2", "doc_id": "471-2_doc2", "score": 1}
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+ {"query_id": "471-3_q1", "doc_id": "471-3_doc1", "score": 1}
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+ {"query_id": "471-3_q2", "doc_id": "471-3_doc2", "score": 1}
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+ {"query_id": "472-2_q1", "doc_id": "472-2_doc1", "score": 1}
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+ {"query_id": "472-2_q2", "doc_id": "472-2_doc2", "score": 1}
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+ {"query_id": "472-3_q1", "doc_id": "472-3_doc1", "score": 1}
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+ {"query_id": "472-3_q2", "doc_id": "472-3_doc2", "score": 1}
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+ {"query_id": "473-2_q1", "doc_id": "473-2_doc1", "score": 1}
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+ {"query_id": "473-2_q2", "doc_id": "473-2_doc2", "score": 1}
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+ {"query_id": "473-3_q1", "doc_id": "473-3_doc1", "score": 1}
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+ {"query_id": "473-3_q2", "doc_id": "473-3_doc2", "score": 1}
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+ {"query_id": "474-2_q1", "doc_id": "474-2_doc1", "score": 1}
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+ {"query_id": "474-2_q2", "doc_id": "474-2_doc2", "score": 1}
111
+ {"query_id": "474-3_q1", "doc_id": "474-3_doc1", "score": 1}
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+ {"query_id": "474-3_q2", "doc_id": "474-3_doc2", "score": 1}
113
+ {"query_id": "475-2_q1", "doc_id": "475-2_doc1", "score": 1}
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+ {"query_id": "475-2_q2", "doc_id": "475-2_doc2", "score": 1}
115
+ {"query_id": "475-3_q1", "doc_id": "475-3_doc1", "score": 1}
116
+ {"query_id": "475-3_q2", "doc_id": "475-3_doc2", "score": 1}
117
+ {"query_id": "476-2_q1", "doc_id": "476-2_doc1", "score": 1}
118
+ {"query_id": "476-2_q2", "doc_id": "476-2_doc2", "score": 1}
119
+ {"query_id": "476-3_q1", "doc_id": "476-3_doc1", "score": 1}
120
+ {"query_id": "476-3_q2", "doc_id": "476-3_doc2", "score": 1}
121
+ {"query_id": "477-2_q1", "doc_id": "477-2_doc1", "score": 1}
122
+ {"query_id": "477-2_q2", "doc_id": "477-2_doc2", "score": 1}
123
+ {"query_id": "477-3_q1", "doc_id": "477-3_doc1", "score": 1}
124
+ {"query_id": "477-3_q2", "doc_id": "477-3_doc2", "score": 1}
125
+ {"query_id": "478-2_q1", "doc_id": "478-2_doc1", "score": 1}
126
+ {"query_id": "478-2_q2", "doc_id": "478-2_doc2", "score": 1}
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+ {"query_id": "478-3_q1", "doc_id": "478-3_doc1", "score": 1}
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+ {"query_id": "478-3_q2", "doc_id": "478-3_doc2", "score": 1}
129
+ {"query_id": "479-2_q1", "doc_id": "479-2_doc1", "score": 1}
130
+ {"query_id": "479-2_q2", "doc_id": "479-2_doc2", "score": 1}
131
+ {"query_id": "479-3_q1", "doc_id": "479-3_doc1", "score": 1}
132
+ {"query_id": "479-3_q2", "doc_id": "479-3_doc2", "score": 1}
133
+ {"query_id": "480-2_q1", "doc_id": "480-2_doc1", "score": 1}
134
+ {"query_id": "480-2_q2", "doc_id": "480-2_doc2", "score": 1}
135
+ {"query_id": "480-3_q1", "doc_id": "480-3_doc1", "score": 1}
136
+ {"query_id": "480-3_q2", "doc_id": "480-3_doc2", "score": 1}
137
+ {"query_id": "483-2_q1", "doc_id": "483-2_doc1", "score": 1}
138
+ {"query_id": "483-2_q2", "doc_id": "483-2_doc2", "score": 1}
139
+ {"query_id": "483-3_q1", "doc_id": "483-3_doc1", "score": 1}
140
+ {"query_id": "483-3_q2", "doc_id": "483-3_doc2", "score": 1}
141
+ {"query_id": "484-2_q1", "doc_id": "484-2_doc1", "score": 1}
142
+ {"query_id": "484-2_q2", "doc_id": "484-2_doc2", "score": 1}
143
+ {"query_id": "484-3_q1", "doc_id": "484-3_doc1", "score": 1}
144
+ {"query_id": "484-3_q2", "doc_id": "484-3_doc2", "score": 1}
145
+ {"query_id": "485-2_q1", "doc_id": "485-2_doc1", "score": 1}
146
+ {"query_id": "485-2_q2", "doc_id": "485-2_doc2", "score": 1}
147
+ {"query_id": "485-3_q1", "doc_id": "485-3_doc1", "score": 1}
148
+ {"query_id": "485-3_q2", "doc_id": "485-3_doc2", "score": 1}
149
+ {"query_id": "487-2_q1", "doc_id": "487-2_doc1", "score": 1}
150
+ {"query_id": "487-2_q2", "doc_id": "487-2_doc2", "score": 1}
151
+ {"query_id": "487-3_q1", "doc_id": "487-3_doc1", "score": 1}
152
+ {"query_id": "487-3_q2", "doc_id": "487-3_doc2", "score": 1}
153
+ {"query_id": "488-2_q1", "doc_id": "488-2_doc1", "score": 1}
154
+ {"query_id": "488-2_q2", "doc_id": "488-2_doc2", "score": 1}
155
+ {"query_id": "488-3_q1", "doc_id": "488-3_doc1", "score": 1}
156
+ {"query_id": "488-3_q2", "doc_id": "488-3_doc2", "score": 1}
157
+ {"query_id": "489-2_q1", "doc_id": "489-2_doc1", "score": 1}
158
+ {"query_id": "489-2_q2", "doc_id": "489-2_doc2", "score": 1}
159
+ {"query_id": "489-3_q1", "doc_id": "489-3_doc1", "score": 1}
160
+ {"query_id": "489-3_q2", "doc_id": "489-3_doc2", "score": 1}
161
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