We do research on natural language processing, machine learning and combining vision and language. We work on information and semantic extraction from language. We investigate methodologies to interplay between learning and reasoning and develop techniques to include declarative and procedural world knowledge in statistical/neural learning. We develop research software and build prototypes to facilitate designing AI systems. We also aim to apply our techniques and tools on real world-problems and conduct multi-disciplinary research to impact the society for making the world a better place to live.
Dr.Parisa will give a collaborative Tutorial in NAACL-2025 entitled 'Learning Language through Grounding', with Freda Shi, Ziqiao Ma, Jiayuan Mao, and Joyce Chai
December 9th 2024Two papers accepted for AAAI-2025! Congratulations to Darius and Danial for your hard work and Great achievements! 'Reasoning over Uncertain Text by Generative Large Language Models', first-authored by Darius and 'NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization', first-authored by Danial.
Novemeber 15th 2024Congratulate Joslin for her paper accepted by TMLR Journal! 'Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models'
November 14th 2024Danial was presenting the work of 'NesyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization' in EMNLP GenBench Workshop 2024, Miami
October 22th 2024
Congratulate Sania and Tanawan for their paper accepted for TMLR Journal! 'A Survey on Compositional Learning of AI Models: Theoretical and Experimental Practices'. Congratulations for their hard work and this great achievement!
September 15th 2024Dr. Kordjamshidi will serve as Senior area chair of AAAI-2025, NAACL-2025 and Visa chair of NAACL 2025.
August 26th 2024We are excited to welcome three outstanding individuals, PhD student Tianyi Ma, visiting scholar Luan Thanh Nguyen, and undergraduate Trevor Stevens 👏.
August 16th 2024Tanawan was presenting the work of "Neuro-symbolic Training for Reasoning over Spatial Language" in SpLU-RoboNLP 2024 workshop at ACL2024, Bangkok Thailand.
July 16th 2024
Our paper on "Narrowing the Gap between Vision and Action in Navigation" is accepted for ACM Multimedia. Congratulations to Joslin et al.!
