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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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- question-answering |
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- translation |
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- table-question-answering |
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source_datasets: |
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- Universal Dependencies |
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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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