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NLP Projects

Text related annotation

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 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 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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Arabic numerical factual claims verification

Human verification of Arabic numerical factual claims by judging fluency and faithfulness on a 5-point Likert scale, based on the provided evidence and model justification.

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Image-based QA Verification Recheck

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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Arabic ASR Transcription Post-Editing

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 Memes Explanation - Verification

Arabic Memes Explanation - Verification

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Arabic Dialogue Act & Emotion Annotation (Speech)

Human annotation of Arabic spoken utterances with dialogue act and emotional tone, based strictly on the surface linguistic content.

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Arabic Meme Propaganda English Explanation - Verification

Translation Editing

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Arabic Subjectivity Annotation CLEF 2025

Subjectivity Annotation of the Arabic news articles

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Assamese Google Query Question Answer Editing

Answer Editing

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Assamese Train and Dev Google Query Question Answer Editing

Answer Editing

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Bangla Comment Polarization & Manifestation Annotation (Text)

Human annotation of Bangla (and Bangla/English-mixed) posts for polarization.

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Bangla (India) Google Query Question Answer Editing

Answer Editing

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Crisis Computing

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