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lm-evaluation/lm_eval/tasks/asdiv/README.md

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+# ASDiv
+
+### Paper
+
+Title: `ASDiv: A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers`
+
+Abstract: https://arxiv.org/abs/2106.15772
+
+ASDiv (Academia Sinica Diverse MWP Dataset) is a diverse (in terms of both language
+patterns and problem types) English math word problem (MWP) corpus for evaluating
+the capability of various MWP solvers. Existing MWP corpora for studying AI progress
+remain limited either in language usage patterns or in problem types. We thus present
+a new English MWP corpus with 2,305 MWPs that cover more text patterns and most problem
+types taught in elementary school. Each MWP is annotated with its problem type and grade
+level (for indicating the level of difficulty).
+
+NOTE: We currently ignore formulas for answer generation.
+
+Homepage: https://github.com/chaochun/nlu-asdiv-dataset
+
+
+### Citation
+
+```
+@misc{miao2021diverse,
+    title={A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers},
+    author={Shen-Yun Miao and Chao-Chun Liang and Keh-Yih Su},
+    year={2021},
+    eprint={2106.15772},
+    archivePrefix={arXiv},
+    primaryClass={cs.AI}
+}
+```
+
+### Groups and Tasks
+
+#### Groups
+
+* Not part of a group yet.
+
+#### Tasks
+
+* `asdiv`
+
+### Checklist
+
+For adding novel benchmarks/datasets to the library:
+* [ ] Is the task an existing benchmark in the literature?
+  * [ ] Have you referenced the original paper that introduced the task?
+  * [ ] If yes, does the original paper provide a reference implementation? If so, have you checked against the reference implementation and documented how to run such a test?
+
+
+If other tasks on this dataset are already supported:
+* [ ] Is the "Main" variant of this task clearly denoted?
+* [ ] Have you provided a short sentence in a README on what each new variant adds / evaluates?
+* [ ] Have you noted which, if any, published evaluation setups are matched by this variant?

lm-evaluation/lm_eval/tasks/asdiv/default.yaml

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+task: asdiv
+dataset_path: EleutherAI/asdiv
+output_type: loglikelihood
+validation_split: validation
+doc_to_text: "{{body}}\nQuestion:{{question}}\nAnswer:"
+doc_to_target: "{{answer.split(' (')[0]}}"
+should_decontaminate: true
+doc_to_decontamination_query: "{{body}} {{question}}"
+metric_list:
+  - metric: acc
+    aggregation: mean
+    higher_is_better: true
+metadata:
+  version: 1.0
+dataset_kwargs:
+  trust_remote_code: true

lm-evaluation/lm_eval/tasks/bigbench/generate_until/abstract_narrative_understanding.yaml

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+# Generated by utils.py
+dataset_name: abstract_narrative_understanding_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_abstract_narrative_understanding_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/analogical_similarity.yaml

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+# Generated by utils.py
+dataset_name: analogical_similarity_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_analogical_similarity_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/checkmate_in_one.yaml

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+# Generated by utils.py
+dataset_name: checkmate_in_one_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_checkmate_in_one_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/chess_state_tracking.yaml

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+# Generated by utils.py
+dataset_name: chess_state_tracking_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_chess_state_tracking_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/chinese_remainder_theorem.yaml

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+# Generated by utils.py
+dataset_name: chinese_remainder_theorem_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_chinese_remainder_theorem_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/crash_blossom.yaml

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+# Generated by utils.py
+dataset_name: crash_blossom_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_crash_blossom_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/crass_ai.yaml

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+# Generated by utils.py
+dataset_name: crass_ai_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_crass_ai_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/entailed_polarity.yaml

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+# Generated by utils.py
+dataset_name: entailed_polarity_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_entailed_polarity_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/general_knowledge.yaml

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+# Generated by utils.py
+dataset_name: general_knowledge_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_general_knowledge_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/geometric_shapes.yaml

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+# Generated by utils.py
+dataset_name: geometric_shapes_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_geometric_shapes_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/hinglish_toxicity.yaml

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+# Generated by utils.py
+dataset_name: hinglish_toxicity_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_hinglish_toxicity_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/implicatures.yaml

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+# Generated by utils.py
+dataset_name: implicatures_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_implicatures_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/implicit_relations.yaml

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+# Generated by utils.py
+dataset_name: implicit_relations_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_implicit_relations_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/kanji_ascii.yaml

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+# Generated by utils.py
+dataset_name: kanji_ascii_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_kanji_ascii_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/known_unknowns.yaml

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+# Generated by utils.py
+dataset_name: known_unknowns_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_known_unknowns_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/language_games.yaml

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+# Generated by utils.py
+dataset_name: language_games_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_language_games_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/linguistics_puzzles.yaml

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+# Generated by utils.py
+dataset_name: linguistics_puzzles_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_linguistics_puzzles_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/logical_args.yaml

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+# Generated by utils.py
+dataset_name: logical_args_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_logical_args_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/logical_deduction.yaml

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+# Generated by utils.py
+dataset_name: logical_deduction_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_logical_deduction_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/logical_fallacy_detection.yaml

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+# Generated by utils.py
+dataset_name: logical_fallacy_detection_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_logical_fallacy_detection_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/metaphor_boolean.yaml

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+# Generated by utils.py
+dataset_name: metaphor_boolean_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_metaphor_boolean_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/minute_mysteries_qa.yaml

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+# Generated by utils.py
+dataset_name: minute_mysteries_qa_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_minute_mysteries_qa_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/misconceptions.yaml

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+# Generated by utils.py
+dataset_name: misconceptions_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_misconceptions_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/mnist_ascii.yaml

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+# Generated by utils.py
+dataset_name: mnist_ascii_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_mnist_ascii_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/movie_dialog_same_or_different.yaml

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+# Generated by utils.py
+dataset_name: movie_dialog_same_or_different_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_movie_dialog_same_or_different_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/mult_data_wrangling.yaml

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+# Generated by utils.py
+dataset_name: mult_data_wrangling_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_mult_data_wrangling_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/multiemo.yaml

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+# Generated by utils.py
+dataset_name: multiemo_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_multiemo_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/object_counting.yaml

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+# Generated by utils.py
+dataset_name: object_counting_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_object_counting_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/paragraph_segmentation.yaml

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+# Generated by utils.py
+dataset_name: paragraph_segmentation_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_paragraph_segmentation_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/physical_intuition.yaml

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+# Generated by utils.py
+dataset_name: physical_intuition_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_physical_intuition_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/qa_wikidata.yaml

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+# Generated by utils.py
+dataset_name: qa_wikidata_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_qa_wikidata_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/real_or_fake_text.yaml

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+# Generated by utils.py
+dataset_name: real_or_fake_text_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_real_or_fake_text_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/salient_translation_error_detection.yaml

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+# Generated by utils.py
+dataset_name: salient_translation_error_detection_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_salient_translation_error_detection_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/similarities_abstraction.yaml

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+# Generated by utils.py
+dataset_name: similarities_abstraction_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_similarities_abstraction_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/simp_turing_concept.yaml

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+# Generated by utils.py
+dataset_name: simp_turing_concept_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_simp_turing_concept_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/simple_ethical_questions.yaml

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+# Generated by utils.py
+dataset_name: simple_ethical_questions_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_simple_ethical_questions_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/simple_text_editing.yaml

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+# Generated by utils.py
+dataset_name: simple_text_editing_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_simple_text_editing_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/sufficient_information.yaml

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+# Generated by utils.py
+dataset_name: sufficient_information_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_sufficient_information_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/swahili_english_proverbs.yaml

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+# Generated by utils.py
+dataset_name: swahili_english_proverbs_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_swahili_english_proverbs_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/timedial.yaml

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+# Generated by utils.py
+dataset_name: timedial_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_timedial_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/topical_chat.yaml

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+# Generated by utils.py
+dataset_name: topical_chat_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_topical_chat_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/understanding_fables.yaml

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+# Generated by utils.py
+dataset_name: understanding_fables_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_understanding_fables_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/unit_conversion.yaml

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+# Generated by utils.py
+dataset_name: unit_conversion_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_unit_conversion_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/unnatural_in_context_learning.yaml

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+# Generated by utils.py
+dataset_name: unnatural_in_context_learning_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_unnatural_in_context_learning_generate_until

lm-evaluation/lm_eval/tasks/bigbench/generate_until/winowhy.yaml

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+# Generated by utils.py
+dataset_name: winowhy_zero_shot
+include: ../generate_until_template_yaml
+task: bigbench_winowhy_generate_until

lm-evaluation/lm_eval/tasks/model_written_evals/persona/being-helpful-to-subtly-achieve-goals-against-human-values.yaml

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+# Generated by _generate_configs.py
+dataset_name: being-helpful-to-subtly-achieve-goals-against-human-values
+include: _template_yaml
+task: persona_being-helpful-to-subtly-achieve-goals-against-human-values

lm-evaluation/lm_eval/tasks/model_written_evals/persona/believes-it-is-not-being-watched-by-humans.yaml

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+# Generated by _generate_configs.py
+dataset_name: believes-it-is-not-being-watched-by-humans
+include: _template_yaml
+task: persona_believes-it-is-not-being-watched-by-humans

lm-evaluation/lm_eval/tasks/model_written_evals/persona/desire-for-independence-from-human-oversight.yaml

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+# Generated by _generate_configs.py
+dataset_name: desire-for-independence-from-human-oversight
+include: _template_yaml
+task: persona_desire-for-independence-from-human-oversight