| ---
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| pretty_name: DECKEDIT-BENCH
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| license: cc-by-nc-4.0
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| language:
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| - en
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| - ko
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| tags:
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| - powerpoint
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| - pptx
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| - instruction-following
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| - document-editing
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| - agents
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| - benchmark
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| size_categories:
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| - n<1K
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| task_categories:
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| - other
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| configs:
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| - config_name: prompts
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| data_files: prompts.jsonl
|
| ---
|
|
|
| # DECKEDIT-BENCH
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|
|
| A benchmark for **instruction-guided PowerPoint (`.pptx`) editing**. It pairs
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| 28 real-world presentation decks with **183 natural-language editing
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| instructions**, organized along a **Cell × Action × Target** taxonomy and three
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| deck-length tiers (Short / Medium / Long).
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|
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| Each instance is a `(deck, instruction)` pair: a system reads the instruction,
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| edits the deck, and the before/after decks are compared. The benchmark stresses
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| locating the right targets, decomposing multi-step instructions, compressing
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| repeated edits into a pattern, and **not damaging what should stay untouched**.
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|
|
| ## Contents
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|
|
| ```
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| DECKEDIT-BENCH/
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| ├── decks/{Short,Medium,Long}/*.pptx # 28 source decks (≤10 / 11–30 / >30 slides)
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| ├── prompts.jsonl # 183 editing instructions (one JSON / line)
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| ├── taxonomy.json # cell + action definitions, 14 reusable templates
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| ├── deck_info.json # per-deck metadata (size, language, topic, visuals)
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| ├── DATASHEET.md # datasheet-for-datasets (composition, collection, cleaning)
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| ├── TAXONOMY.md # Cell × Action × Target taxonomy + template catalog
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| ├── THIRD_PARTY_NOTICES.md # image/figure provenance & attributions
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| ├── LICENSE # data license (CC BY-NC 4.0)
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| └── CITATION.cff
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| ```
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|
|
| ## Prompt format (`prompts.jsonl`)
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|
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| One JSON object per line:
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|
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| ```json
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| {"deck_id":"02_UTI","id":"02_UTI-01","cell":"PS","ops_per_slide":1,
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| "actions":["REPLACE"],"derived_from":"U-01",
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| "intent":"…what this instance tests…","text":"…instruction sent to the system…"}
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| ```
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|
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| - `text` — the instruction handed to the editing system.
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| - `cell` ∈ `{ES, EC, PS, PC}` · `actions` ⊆ `{ADD, DELETE, REPLACE, SLIDE}`.
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| - `derived_from` — a universal template id (`U-xx`, see `taxonomy.json`) or `"deck-specific"`.
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|
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| See **TAXONOMY.md** for definitions.
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|
|
| ## Quickstart
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|
|
| ```python
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| import json
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| prompts = [json.loads(l) for l in open("prompts.jsonl", encoding="utf-8")]
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| info = {d["id"]: d for d in json.load(open("deck_info.json", encoding="utf-8"))["decks"]}
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|
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| p = prompts[0]
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| deck_path = info[p["deck_id"]]["path"] # e.g. "decks/Short/01_CausalAGI.pptx"
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| # 1. open deck_path, 2. apply p["text"] with your system, 3. diff before/after.
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| ```
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|
|
| ## Coverage
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|
|
| | | total | breakdown |
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| |---|---|---|
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| | Decks | **28** | Short 9 · Medium 12 · Long 7 |
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| | Prompts | **183** | Short 54 · Medium 81 · Long 48 |
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| | Cells | — | ES 17 · EC 57 · PS 87 · PC 22 |
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| | Deck languages | — | en 21 · ko 7 (translate targets also span ja/fr/es/zh) |
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|
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| Full Cell × Action matrix and known imbalances are in **DATASHEET.md**.
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|
|
| ## Notes on the decks
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|
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| - **Full resolution.** The `.pptx` files keep original-resolution media (~1 GB
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| total) and are distributed via Git LFS / the dataset host.
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| - **Privacy.** Every deck was scrubbed of author/coauthoring/comment PII; see
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| **DATASHEET.md → Preprocessing/cleaning**.
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| - **Provenance.** Embedded figures in paper-review decks, and the replacement
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| images in `11_FourthIndustryStartup`, are credited in **THIRD_PARTY_NOTICES.md**.
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|
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| ## License & citation
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|
|
| Data is released under **CC BY-NC 4.0** (see `LICENSE`). If you use
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| DECKEDIT-BENCH, please cite it — see `CITATION.cff`.
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|
|
