Topics for contributed papers should lie at the intersection of AI, Finance/Social Media, and Social Good. 

Topics include, but are not limited to:

• Generative Models and Data-Driven Simulation

• Planning, Search, Constraint-Based Reasoning, Optimization, and Reinforcement Learning

• Multi-Agent Systems and Game Theory

• Transformer Models, Self-Supervised Learning

• Natural Language Processing, Including Large Language Models (LLMs), Speech Analysis, and Conversational Dialogue Modeling

• Meta Learning, Federated Learning, Representation Learning, Causal Learning, and Transfer Learning

• Computer Vision

• Graph Theory and Network Analysis

• Data Annotation, Acquisition, Augmentation, and Feature Engineering

• Semi-Structured Data Modeling

• Model Validation and Calibration

• Ethical AI Capabilities and Challenges

• AI Safety Protocols and Processes (Especially for High-Risk Industries and Applications)

• Role of Model Governance in Regulating GenAI

• Advanced AI Monitoring and Regulation Capabilities for GenAI

Potential applications of interest in Finance / Social Media and Social Good may include but are not limited to:

• Combating Financial Crime Including Fraud Detection

• Developing and Implementing AI Solutions for ESG (Environmental, Social, and Governance) Investing

• Data Privacy

• Financial Safety and Education for Vulnerable and/or Underrepresented Populations

• Decentralized Finance (DeFi) Frameworks and Benchmarks

• Bias Analysis and Mitigation in AI Models for Financial Decision Making

• Explainability and Fairness for Financial AI and ML Systems

• High-Risk Use of LLMs in Key Industries

• Emerging Use of LLMs in Crimes and Potential Solutions

• Systemic Risks LLM Capabilities Pose to Critical Industries

• Misinformation Detection and Mitigation in Social Media

• Content Moderation in Social Media

• User Behavior Analysis

All contributions must be original, unpublished and should not be under consideration by other conferences or journals. Submissions will undergo a peer review process using a double-blind system. The evaluation criteria include relevance to the workshop, novelty, technical contribution, impact significance, clarity, and reproducibility. To ensure consistency, all submissions must adhere to the AAAI-25 formatting guidelines and utilize the corresponding LaTeX style files. 

Two types of submissions are accepted: 

• Full research papers, which should not exceed 8 pages (including references)

• Short/poster papers, which should not exceed 4 pages (including references)

The submission process will take place via Microsoft CMT - https://cmt3.research.microsoft.com/AAAIAISI2025/Track/1/Submission/Create 

Accepted papers require in-person presentation by at least one author. All accepted papers will be published on the workshop website, and authors are encouraged to also share their work on platforms like arXiv or other online repositories. If you have any queries regarding the submission process, please contact us at aaai-2025-aisi@googlegroups.com. 

Submission Deadline: Sunday, 24nd November 2024 (anywhere on earth)

  Monday, 9th December 2024 (anywhere on earth)

Notification of Decision: Thursday, 9th January 2025

Sunday, 12th January 2025

Camera-Ready Version: Sunday, 19th January 2025

Confirmation of In-person Attendance: Wednesday, 15th January 2025

You can visit the full AAAI 2025 workshop details here for more information.