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NLP Projects

Text related annotation

Multimodal Question Recording -- Msa Morocco

Multimodal Natural Question, Voice Recording -- Msa Morocco

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MultiNativQA Question Type Categorization

Human annotation of MultiNativQA question–answer pairs (across languages and locations) to categorize each question into a single question type (e.g., factual, procedural, norms/etiquette, etc.).

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NativQA Answer Quality Scoring

Answer Scoring

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NativQA Answer Quality Scoring - Ar -- Qatar

Answer Scoring

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NativQA Answer Quality Scoring - Assamese

Answer Scoring

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NativQA Answer Quality Scoring -- Bangla, Bangladesh

Answer Scoring

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NativQA Answer Quality Scoring -- Nepali

Answer Scoring

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NativQA Framework Answer Editing - Tunisia

NativQA Framework Answer Editing - Tunisia

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NativQA Framework Answer Editing - Verification

NativQA Framework Answer Editing - Verification

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NativQA Framework Answer Editing - Yemen

NativQA Framework Answer Editing - Yemen

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Natural QA Answer Quality Scoring -- English

Answer Scoring

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Paraphrase Generation Scoring -- Assamese

Paraphrase Generation Scoring

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Question Difficulty & Category Annotation

Human annotation of Islamic QA items for difficulty (1–5) and category_type (one of 12 categories).

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Speech Chat Answerability Algeria

Human annotation of user utterances into one intrinsic answerability label.

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Summary Scoring

Answer Scoring

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Summary Scoring -- Arabic

Answer Scoring

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Summary Scoring -- Bangla

Answer Scoring

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Summary Scoring -- Hindi

Answer Scoring

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Translation post editing MMLU (Levantine), Global facts and Jurisprudence

Translation post editing MMLU (Levantine), Global facts and Jurisprudence

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Image-based QA Verification -- EGY

Verify 3 question–answer pairs for each image. For each pair: (1) mark whether the Q/A is correct and relevant to the image, and (2) mark whether the question cannot be answered without seeing the image.

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Crisis Computing

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QCRI

Crisis Computing

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Crisis NLP

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