Organizing Committee
Applied Scientist on the Amazon AGI Foundations team, with research experience in legal NLP, document-centric NLP, and community-building across ACL and EMNLP workshops.
Principal Applied Scientist in Oracle AI working on unstructured, structured, and multilingual retrieval, evaluation, and source-linked generation across CV, IR, NLP, and multimodal systems.
Assistant Professor developing NLP methods for complex and semi-structured data such as tables, forms, flowcharts, and maps, with emphasis on structure-aware reasoning and evaluation.
Assistant Professor in NLP at MBZUAI, working on interpretability, fine-grained vision-language representation and generation, and cultural adaptation of multimodal systems.
Research Scientist at Adobe Research working on natural language processing, computational social science, bias detection and mitigation, document intelligence, and information extraction.
Program Committee
Multimodal reasoning, QA over structured and unstructured data, and speech/audio reasoning.
Enterprise RAG, agentic workflows, attribution, and multilingual LLM/VLM evaluation.
Multilingual and multimodal responsible AI with grounded retrieval, safety, and evaluation.
Agentic memory, data quality, and human-in-the-loop interaction for grounded systems.
Contact
For questions about the workshop, reach out at: