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NLP Projects

Text related annotation

AMI Challenges and Issues Validation

Validate one proposed challenge or issue against its evidence.

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AMI Open Questions and Unresolved Issues Validation

Validate one proposed open question or unresolved issue.

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AMI Speaker Information Validation

Validate one speaker's identity metadata and meeting role.

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AMI Speaker Interaction Summary Validation

Validate one meaningful multi-speaker interaction.

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AMI Speaker Stance Validation

Validate one speaker's stance toward a stated topic.

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AMI Stance and Agreement Summary Validation

Validate speakers' stances and the final agreement state.

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AMI Topic and Agenda Summary Validation

Validate one proposed topic and its summary.

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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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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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Speech Emotion Annotation KUWAIT

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

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AMI Abstract Summary Translation Verification

Verify and, when needed, correct the Arabic abstract translation.

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Crisis Computing

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QCRI

Crisis Computing

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