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+ ---
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+ license: cc-by-4.0
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+ language:
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+ - en
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+ pretty_name: Complex Constraints Benchmark Set
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+ size_categories:
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+ - n<1K
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+ task_categories:
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+ - text-generation
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+ tags:
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+ - instruction-following
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+ - benchmark
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+ - llm-evaluation
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: test
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+ path: ComplexConstraints_Benchmark_Set.csv
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+ ---
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+
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+ # Complex Constraints Benchmark Set
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+
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+ A benchmark for evaluating how well language models follow complex, multi-constraint instructions.
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+ It contains **75 items** (`CIF-001`–`CIF-075`), each a realistic prompt paired with **10–40
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+ evaluation criteria** (1,489 total) describing what a correct response must satisfy. Criteria are
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+ meant for rubric-based grading (human or LLM-as-a-judge), not exact match.
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+
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+ ## Structure
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+
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+ Single wide-format CSV, one item per row:
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+
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+ - `benchmark_id`, `prompt`, `use_case`, `instruction_type`, `prompt_style`
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+ - For each criterion *i* (1–40): `criterion_{i}`, `criterion_{i}_type` (Objective/Subjective),
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+ `criterion_{i}_necessity` (Explicit/Implicit). Unused criterion columns are empty.
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+
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+ ## Loading
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+
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+ ```python
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+ from datasets import load_dataset
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+ ds = load_dataset("USERNAME/complex-constraints-benchmark", split="test") # TODO: set repo id
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+ print(ds[0]["prompt"])
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+ ```
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+
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+ Or with pandas:
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+
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+ ```python
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+ import pandas as pd
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+ df = pd.read_csv("ComplexConstraints_Benchmark_Set.csv")
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+ ```
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+
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+ ## License & Citation
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+
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+ Released under [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/). You may use,
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+ redistribute, and adapt it for any purpose, including commercially, as long as you give
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+ appropriate credit.
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+
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+ ```bibtex
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+ @misc{complex_constraints_benchmark,
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+ title = {Complex Constraints Benchmark Set},
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+ author = {TODO: authors},
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+ year = {2025},
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+ url = {TODO: dataset URL}
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+ }
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+ ```