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@@ -58,3 +58,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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  *.webm filter=lfs diff=lfs merge=lfs -text
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+ axis2/calibration.jsonl filter=lfs diff=lfs merge=lfs -text
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+ axis2/test.jsonl filter=lfs diff=lfs merge=lfs -text
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+ axis3/calibration.jsonl filter=lfs diff=lfs merge=lfs -text
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+ axis3/test.jsonl filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ language: en
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+ pretty_name: PrimaConsis
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+ configs:
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+ - config_name: axis1
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+ data_files:
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+ - split: calibration
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+ path: axis1/calibration.jsonl
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+ - split: test
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+ path: axis1/test.jsonl
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+ - config_name: axis2
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+ data_files:
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+ - split: calibration
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+ path: axis2/calibration.jsonl
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+ - split: test
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+ path: axis2/test.jsonl
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+ - config_name: axis3
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+ data_files:
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+ - split: calibration
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+ path: axis3/calibration.jsonl
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+ - split: test
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+ path: axis3/test.jsonl
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+ - config_name: axis4
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+ data_files:
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+ - split: calibration
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+ path: axis4/calibration.jsonl
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+ - split: test
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+ path: axis4/test.jsonl
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+ ---
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+ # PrimaConsis
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+
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+ Four-axis paired-call consistency benchmark for JEV. Calibration splits are for fitting/selecting calibrators; test splits are evaluation-only. Each record contains a state, labels and the exact request_specs used for paired calls. Do not use test labels for early stopping.
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+
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+ | Axis | Perturbation | Source | Calibration | Test |
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+ |---|---|---|---:|---:|
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+ | I | Positive/negative questions and Choice | HaluEval dialogue | 6000 | 6000 |
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+ | II | Coarse/medium/fine Choice and Noul | PKU-SafeRLHF | 6000 | 6000 |
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+ | III | Answer selection vs answerability | AbstentionBench source mixture | 5898 | 5837 |
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+ | IV | Raw/described labels and canonical Noul | AG News | 6000 | 6000 |
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+
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+ D1 expands right/hallucinated replies. D2 expands response pairs and maps 12 Fine harms to six paired Medium harms. D3 includes answerable/unanswerable questions with standard/fabricated answer candidates; distractor metadata is retained. D4 fixes class keys and changes only descriptions.
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+
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+ ## Sources and terms
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+
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+ - https://github.com/RUCAIBox/HaluEval
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+ - https://huggingface.co/datasets/PKU-Alignment/PKU-SafeRLHF
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+ - https://huggingface.co/datasets/facebook/AbstentionBench
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+ - https://huggingface.co/datasets/fancyzhx/ag_news
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+
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