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LiinXemmon pararater commited on
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Duplicate from pararater/paracore

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Co-authored-by: pararater <pararater@users.noreply.huggingface.co>

Files changed (18) hide show
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
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+ configs:
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+ - config_name: en-tl
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+ data_files:
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+ - split: train
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+ path: paracore_en-tl/*.parquet
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+ - config_name: en-zh
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+ data_files:
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+ - split: train
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+ path: paracore_en-zh/*.parquet
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+ - config_name: en-th
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+ data_files:
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+ - split: train
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+ path: paracore_en-th/*.parquet
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+ - config_name: en-ru
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+ data_files:
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+ - split: train
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+ path: paracore_en-ru/*.parquet
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+ - config_name: en-ja
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+ data_files:
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+ - split: train
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+ path: paracore_en-ja/*.parquet
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+ - config_name: en-fr
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+ data_files:
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+ - split: train
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+ path: paracore_en-fr/*.parquet
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+ - config_name: en-de
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+ data_files:
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+ - split: train
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+ path: paracore_en-de/*.parquet
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+ - config_name: en-ar
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+ data_files:
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+ - split: train
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+ path: paracore_en-ar/*.parquet
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+ ---
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+
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+ # ParaRater: Enhancing Cross-Lingual Transfer in LLMs with Meta-Learning
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+
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+ **ParaRater** is a data selection method that enhances cross-lingual transfer by **selecting the most valuable parallel pairs**, forming high-impact parallel corpora with two meta-learned raters.
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+
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+ # ParaCore
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+
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+ This is the parallel data filtered by ParaRater. English data is sampled from Common Crawl. The translation is conducted using `Qwen3-8B`. Each language contains about 1 B tokens.
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