NLP Projects

Text related annotation

AMI Speaker-Based Summary Translation Verification

Verify the Arabic translation of one speaker summary.

AMI Speaker Concerns Translation Verification

Verify the Arabic translation of one speaker concern.

AMI Speaker Decisions and Commitments Translation Verification

Verify the Arabic translation of one speaker decision or commitment.

AMI Speaker Information Validation

Validate one speaker's identity metadata and meeting role.

AMI Speaker Interaction Summary Validation

Validate one meaningful multi-speaker interaction.

AMI Speaker Stance Validation

Validate one speaker's stance toward a stated topic.

AMI Stance and Agreement Summary Validation

Validate speakers' stances and the final agreement state.

AMI Topic and Agenda Summary Validation

Validate one proposed topic and its summary.

OASIS Algeria Translation Post Editing

Translation Editing

Arabic Numerical Claim Verification

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

MAHED 2025 data annotation

MAHED 2025 data annotation

Speech Emotion Annotation KUWAIT

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

Speech Emotion Annotation MAURITANIA

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

Speech Emotion Annotation OMAN

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

Speech Emotion Annotation SAUDI ARABIA

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

Speech Emotion Annotation YEMEN

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

Editing: MMLU Egyp Post Translation Editing

Answer Editing

Multimodal Question Recording -- Qatar -- test

Test Multimodal Natural Question, Voice Recording -- Msa Qatar

LACOAT Human Evaluation MNLI Test 1

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

LACOAT Human Evaluation Test 1 Consolidation

Annotate LACOAT (Latent concept based explanations) outputs