posted by organizer: aaaimake || 1873 views || tracked by 10 users: [display]

AAAI-MAKE 2024 : AAAI 2024 Spring Symposium on Empowering Machine Learning and Large Language Models with Domain and Commonsense Knowledge

FacebookTwitterLinkedInGoogle

Link: https://www.aaai-make.info/
 
When Mar 25, 2024 - Mar 27, 2024
Where Stanford University, California, USA
Submission Deadline Jan 21, 2024
Notification Due Feb 4, 2024
Final Version Due Feb 14, 2024
Categories    artificial intelligence   machine learning   knowledge engineering   large language models
 

Call For Papers

AAAI-MAKE 2024 brings together a diverse community of researchers, practitioners, and industry professionals from the fields of machine learning, knowledge engineering, and large language models (LLMs) to explore the synergy between these domains. The symposium aims to address the critical challenges of trustworthiness, interpretability, and the integration of commonsense reasoning in AI systems. Through a series of keynotes, paper presentations and discussions of the 2.5-day symposium, participants will delve into novel solutions empowering machine learning and large language models with domain and commonsense knowledge.

Topics and Format

Key topics of discussion will include, but are not limited to:

• Trustworthy and knowledge-based explainable AI
• Evaluation of Commonsense Knowledge and Reasoning in Large Language Models
• Commonsense Knowledge in Foundation and Large Language Models
• Interpretability and Safety of Large Language Models with Commonsense Knowledge
• Human-Centered AI, Dialogue Systems, and Conversational AI
• Hybrid and Neurosymbolic AI
• Combination of Knowledge Engineering and Machine Learning
• Integration of Commonsense Knowledge Sources with LLMs and Downstream Tasks

Since AAAI-MAKE 2024 is a dedicated symposium on empowering ML/LLMs with domain/commonsense knowledge, the contributions should address hybrid approaches. The symposium involves presentations of accepted papers, keynotes, (panel) discussions, and plenary sessions.
Submission

We solicit full papers (6 to 8 pages) and position/short/poster papers (2 to 4 pages) that can include recent or ongoing research, challenges with datasets, and surveys. All submissions must reflect the formatting instructions of the AAAI author kit (https://www.aaai-make.info/authors/) and be submitted through EasyChair (https://easychair.org/conferences/?conf=sss24).

The invitation of contributors and presenters will be based on a rigorous single-blinded review of papers by the program committee. Accepted papers shall be published as part of the “Proceedings of the AAAI Symposium Series” by the AAAI Library.

Important Dates

• Submission: 21st of January 2024 (extended)
• Notification: 4th of February 2024 (extended)
• Camera-ready submission: 14th of February 2024
• Symposium: 25-27 of March 2024

Organizing Committee

• Andreas Martin (primary contact), FHNW, Olten, Switzerland
• Pedro A. Colon-Hernandez, Apple Inc., CA, USA
• Maaike de Boer, TNO, The Hague, Netherlands
• Aurona Gerber, University of the Western Cape, Cape Town, South Africa
• Knut Hinkelmann, FHNW, Olten, Switzerland
• Pascal Hitzler, Kansas State University, Manhattan, KS, USA
• Jane Yung-jen Hsu, National Taiwan University, Taipei, Taiwan
• Yen-Ling Kuo, University of Virginia, VA, USA
• Xiang Lorraine Li, University of Pittsburgh, PA, USA
• Thomas Schmid, Martin Luther University Halle-Wittenberg, Germany
• Paulo Shakarian, Arizona State University, Tempe, AZ, USA
• Reinhard Stolle, Fraunhofer IKS, München, Germany
• Frank van Harmelen, VU University, Amsterdam, Netherlands

Related Resources

AAAI 2024   The 38th Annual AAAI Conference on Artificial Intelligence
ECAI 2024   27th European Conference on Artificial Intelligence
ICMLA 2024   23rd International Conference on Machine Learning and Applications
ACM-Ei/Scopus-CCISS 2024   2024 International Conference on Computing, Information Science and System (CCISS 2024)
ICDM 2024   IEEE International Conference on Data Mining
IEEE ICA 2022   The 6th IEEE International Conference on Agents
CCVPR 2024   2024 International Joint Conference on Computer Vision and Pattern Recognition (CCVPR 2024)
DSIT 2024   2024 7th International Conference on Data Science and Information Technology (DSIT 2024)
NeurIPS 2024   The Thirty-Eighth Annual Conference on Neural Information Processing Systems
CCBDIOT 2024   2024 3rd International Conference on Computing, Big Data and Internet of Things (CCBDIOT 2024)