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NLP Projects

Text related annotation

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 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 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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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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Bangla Polarization & Manifestation Annotation (Text)

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

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Domain Reliability Check - English Data

Check the domain whether it is reliable or not

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Domain Reliability Check - Turkish Data

Check the domain whether it is reliable or not

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Editing: ArabicMMLU Lev Post Translation Editing

Answer Editing

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English - Hateful Memes Explanation - Verification

Judging the explanation of the hateful meme

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English (Qatar) Google Query Question Answer Editing

Answer Editing

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Image-based QA Verification

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 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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MCQ Translation Editing (Egyptian)

Edit Egyptian dialect translations of MSA MCQs. MSA fields are fixed and non-editable; only Egyptian fields can be updated.

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MCQ Translation Editing (Levantine)

Edit Levantine Arabic translations of MSA MCQs. MSA fields are fixed and non-editable; only Levantine Arabic fields can be updated.

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Multimodal Hallucination Recording

Record 3 hallucination-related statements for each multimodal task item.

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Multimodal QA Checking -- English Algeria

Multimodal QA Checking -- English Algeria

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Crisis Computing

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Crisis Computing

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