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NLP Projects

Text related annotation

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 Propaganda Explanation - Verification

English Propaganda Explanation - Verification

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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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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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Multimodal QA Checking -- English Jordan

Multimodal QA Checking -- English Jordan

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Multimodal QA Checking -- English Lebanon

Multimodal QA Checking -- English Lebanon

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Multimodal QA Checking -- English Oman

Multimodal QA Checking -- English Oman

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Crisis Computing

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