Datasets:
Size:
10K<n<100K
License:
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README.md
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size_categories:
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- 10K<n<100K
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---
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pretty_name: Multilingual QASem Dataset
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language:
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- he
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- ru
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- fr
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multilinguality: multilingual
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annotations_creators:
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- machine-generated
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- human-annotated
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size_categories:
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- 10K<n<100K
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task_categories:
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- text2text-generation
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- question-answering
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source_datasets:
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- Universal Dependencies
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- QASem
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license: cc-by-4.0
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tags:
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- qasem
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- qasrl
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- cross-lingual
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- multilingual
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- hebrew
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- russian
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- french
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- semantic-parsing
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- semantic-role-labeling
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---
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# 🧠 Multilingual QASem Dataset
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A multilingual dataset for **QA-based Semantic Parsing (QASem)** covering **Hebrew, Russian, and French**.
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It includes automatically projected **training data** and manually validated **gold data (dev + test)** for evaluating cross-lingual QASem parsers.
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---
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## 📘 Overview
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This dataset provides **QA-based Semantic Representations (QASem)** in three typologically diverse languages.
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Each instance corresponds to a **predicate** and its associated **question–answer pairs**, representing the underlying semantic roles in natural language.
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It is intended for training and evaluating **multilingual QASem parsers**, and for studying **cross-lingual projection**, **predicate preservation**, and **semantic role alignment**.
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---
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## 📂 Dataset Structure
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| Column | Description |
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|:--|:--|
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| `sent_id` | Sentence identifier |
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| `predicate` | Predicate in the target language |
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| `predicate_idx` | Token index of the predicate |
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| `question` | Generated or annotated question |
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| `answer` | Corresponding answer span |
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| `type` | Predicate type (VERB/NOM) |
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| `source_data` | Original UD source or split name |
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---
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## 🔧 Splits
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- **train** — automatically projected QASem data
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- **gold** — manually validated dev+test data
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---
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## 📜 License
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This dataset is distributed under the **Creative Commons Attribution 4.0 International License (CC BY 4.0)**.
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See [license details](https://creativecommons.org/licenses/by/4.0/).
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---
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