Papers need to be submitted in the AAAI structure. The review approach will be solitary-blinded, and we welcome recognized and published papers.
All submissions will bear double-blind peer evaluate, plus the acknowledged papers might be presented as oral or poster presentations within the workshop. At least a person writer of each approved paper should register and attend the workshop to present their function.
We acknowledge both of those shorter papers with no more than four internet pages and extensive papers with not more than 8 pages. Just about every submission will bear a double-blind peer-assessment process. Papers recognized via the workshop won't be posted but just for demonstration while in the workshop.
We're going to leave ample time for inquiries and responses at the end of Each and every invited chat and panel session, and we will attribute a poster session to really encourage dialogue among the authors.
This workshop will carry collectively scientists and practitioners to foster collaboration, share insights, and inspire new research directions within the liable advancement and deployment of LLM technologies.
This workshop would Enjoy a vital purpose to deliver alongside one another the exploration and growth community With this sector Specifically all-around info science and machine Mastering and aid improvements on theories, types, systems and techniques in this now scattered Neighborhood.
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Analysis: We may even settle for new evaluation methods or metrics to evaluate the effectiveness of AI strategies for various stages of knowledge-grounded autonomous scientific study, like scientific speculation technology, automatic assessment technology, and many others.
Many of the particular locations we would want to acquire an improved knowing in consist of: what LLMs can contribute to preparing, how LLMs can/ought to be applied, Exactly what are the pitfalls of employing LLMs, What exactly are the ensures that can be received.
Minimal-rank structures to hurry up computation of large ML units for instance adaptors in LLMs and structured computational graphs;
The proposed workshop is anticipated to be comprised of two keynotes, followed by regular paper displays.
This workshop delivers with each other scientists from diverse backgrounds with unique perspectives to discuss languages, formalisms and representations that happen to be appropriate for combining Mastering and reasoning. The workshop aims at bridging formalisms for learning and reasoning for instance neural and symbolic strategies, probabilistic programming, differentiable programming, Statistical Relation Understanding and applying non-differentiable optimization in deep styles.
Poster session: One poster session of all accepted papers which qualified prospects for conversation and personal opinions on the investigate.
All submissions needs to be in English and Adhere to the AAAI conference proceedings format. The web site restrictions involve all information except references.