Initial models and predictions commit
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- README.md +22 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed1337/cobra_frames_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed1337/cobra_frames_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed1337/id2component_map.json +66 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed1337/sbic_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed1337/sbic_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed1337/stereoset_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed1337/stereoset_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed23/cobra_frames_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed23/cobra_frames_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed23/id2component_map.json +66 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed23/sbic_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed23/sbic_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed23/stereoset_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed23/stereoset_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed271/cobra_frames_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed271/cobra_frames_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed271/id2component_map.json +66 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed271/sbic_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed271/sbic_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed271/stereoset_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed271/stereoset_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed314/cobra_frames_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed314/cobra_frames_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed314/id2component_map.json +66 -0
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- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed314/stereoset_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed314/stereoset_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed42/cobra_frames_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed42/cobra_frames_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed42/id2component_map.json +66 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed42/sbic_test_results.parquet +3 -0
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- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed1337/cobra_frames_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed1337/cobra_frames_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed1337/id2component_map.json +66 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed1337/sbic_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed1337/sbic_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed1337/stereoset_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed1337/stereoset_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed1337/test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed1337/val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed23/cobra_frames_test_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed23/cobra_frames_val_results.parquet +3 -0
- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed23/id2component_map.json +66 -0
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- composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-sbic_20240709173846-seed23/sbic_val_results.parquet +3 -0
README.md
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---
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license: cc-by-3.0
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---
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---
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license: cc-by-3.0
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---
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Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection
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=======================================================================
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Composition prediction models and classification predictions for each prompt composition for the paper [Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection](https://arxiv.org/abs/2502.06487).
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For details, please see the published paper and the [GitHub repository](https://github.com/webis-de/naacl25-prompt-compositions).
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```
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@inproceedings{spliethover-etal-2025-adaptive,
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title = "Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection",
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author = Splieth{\"o}ver, Maximilian and Knebler, Tim and Fumagalli, Fabian and Muschalik, Maximilian and Hammer, Barbara and H{\"u}llermeier, Eyke and Wachsmuth, Henning,
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booktitle = "Proceedings of the 2025 Conference of the North American Chapter of the Association for Computational Linguistics",
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month = apr,
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year = "2025",
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address = "Albuquerque, New Mexico",
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publisher = "Association for Computational Linguistics",
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url = "https://arxiv.org/abs/2502.06487",
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}
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```
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composition-predictions/deberta-v3-large_composition-prediction-for-command-r-v01-on-cobra_frames_20240808111725-seed1337/cobra_frames_test_results.parquet
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{
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"0": "category-few-shot",
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"15": "definitions_random-few-shot",
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"17": "definitions_similar-few-shot",
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"18": "definitions_similar-few-shot_system-prompts",
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"19": "definitions_system-prompts",
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"20": "directional-stimulus",
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"21": "directional-stimulus_random-few-shot",
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"23": "directional-stimulus_similar-few-shot",
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"26": "random-few-shot",
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"27": "random-few-shot_system-prompts",
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"28": "similar-few-shot",
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"29": "similar-few-shot_system-prompts",
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"30": "system-prompts",
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"31": "task-description-only",
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"32": "cot_category-few-shot",
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"33": "cot_category-few-shot_definitions",
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"34": "cot_category-few-shot_definitions_directional-stimulus",
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"37": "cot_category-few-shot_directional-stimulus",
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"39": "cot_category-few-shot_system-prompts",
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"40": "cot_definitions",
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"42": "cot_definitions_directional-stimulus_random-few-shot",
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"49": "cot_definitions_similar-few-shot",
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"50": "cot_definitions_similar-few-shot_system-prompts",
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"57": "cot_directional-stimulus_system-prompts",
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"58": "cot_random-few-shot",
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"60": "cot_similar-few-shot",
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"61": "cot_similar-few-shot_system-prompts",
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"62": "cot_system-prompts",
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"63": "cot_task-description-only"
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}
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