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NLP Projects

Text related annotation

Arabic Numerical Claim Verification

Evidence-based human annotation of Arabic numerical and temporal factual claims.

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MAHED 2025 data annotation

MAHED 2025 data annotation

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Speech Emotion Annotation KUWAIT

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

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Speech Emotion Annotation MAURITANIA

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

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Speech Emotion Annotation OMAN

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

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Speech Emotion Annotation QATAR

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

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Speech Emotion Annotation SAUDI ARABIA

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

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Speech Emotion Annotation YEMEN

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

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Editing: MMLU Egyp Post Translation Editing

Answer Editing

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Multimodal Question Recording -- Qatar -- test

Test Multimodal Natural Question, Voice Recording -- Msa Qatar

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LACOAT Human Evaluation MNLI Test 1

Annotate LACOAT (Latent concept based explanations) MNLI outputs Test 1

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LACOAT Human Evaluation Test 1 Consolidation

Annotate LACOAT (Latent concept based explanations) outputs

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LACOAT Human Evaluation Test 2 Consolidation

Annotate LACOAT (Latent concept based explanations) outputs: Test 2 Consolidation

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Multimodal QA Checking -- English Egypt

Multimodal QA Checking -- English Egypt

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Arabic Meme Propaganda Explanation - Verification

Arabic Meme Propaganda Explanation - Verification

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Arabic Memes Explanation - Verification

Arabic Memes Explanation - Verification

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Arabic Text Propaganda Explanation - Verification

Arabic Text Propaganda Explanation - Verification

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Arabic ASR Transcription Post-Editing Algeria

Human post-editing of Arabic speech transcriptions by listening to each audio segment and correcting the text to match what is spoken.

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Arabic ASR Transcription Post-Editing Egypt

Human post-editing of Arabic speech transcriptions by listening to each audio segment and correcting the text to match what is spoken.

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Arabic ASR Transcription Post-Editing Sudan

Human post-editing of Arabic speech transcriptions by listening to each audio segment and correcting the text to match what is spoken.

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Crisis Computing

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