Welcome to the Heterogeneous Learning and Reasoning Lab

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.

Check out our research code and developed models, frameworks in Github. https://github.com/HLR/

News

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 2024

Dr. Kordjamshidi will serve as Senior area chair of AAAI-2025, NAACL-2025 and Visa chair of NAACL 2025.

August 26th 2024

We are excited to welcome three outstanding individuals, PhD student Tianyi Ma, visiting scholar Luan Thanh Nguyen, and undergraduate Trevor Stevens 👏.

August 16th 2024

Tanawan 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.!

April 17th 2024

Ph.D. student Josue Kpodo won "Outstanding Grad Student Award 2023-24 - BAE department”. He is doing multidisciplinary research in the intersection of BAE and CSE. Congratulations Josue!

February 19th 2024

Our paper on 'Using Persuasive Writing Strategies to Explain and Detect Health Misinformation' is accepted for LREC-COLING 2024. Congratulations to Danial, Joseph et al.!

February 15th 2024

Congratulations to our great member Dr. Guangyue Xu who officially graduated today! We all wish the best for the next phase of his life!

Janurary 15th 2024

Three papers accepted at EACL 2024 Findings; "Teaching Probabilistic Logical Reasoning to Transformers", "Consistent Joint Decision-Making with Heterogeneous Learning Models", and "NavHint; Vision and Language Navigation Agent with a Hint Generator". Congratulations Darius, Hossein, Joslin, et al.!

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