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NLP Projects

Text related annotation

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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Speech Emotion Annotation IRAQ

Assess language understandability, categorical emotion, and dimensional affect in speech audio.

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Speech Emotion Annotation LIBYA

Assess language understandability, categorical emotion, and dimensional affect in speech audio.

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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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Image-based QA Verification -- Levantine

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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Image-based QA Verification -- MSA

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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Machine Translation Quality Scoring -- En-Ar

Answer Scoring

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Multimodal QA Checking -- English Morocco

Multimodal QA Checking -- English Morocco

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NativQA Answer Quality Scoring -- English, Qatar

Answer Scoring

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NativQA Framework Answer Editing - Algeria

NativQA Framework Answer Editing - Algeria

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NativQA Framework Answer Editing - Bahrain

NativQA Framework Answer Editing - Bahrain

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NativQA Framework Answer Editing - Egypt (Cairo)

NativQA Framework Answer Editing - Egypt (Cairo)

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NativQA Framework Answer Editing - Egypt (Eg)

NativQA Framework Answer Editing - Egypt (Eg)

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NativQA Framework Answer Editing - Iraq

NativQA Framework Answer Editing - Iraq

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Crisis Computing

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QCRI

Crisis Computing

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Crisis NLP

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