[CfP] AAAI 2025 Workshop on AI for Social Impact: Bridging Innovations in Finance, Social Media, and Crime Prevention
Rachneet Kaur
We're excited to announce the AI for Social Impact: Bridging Innovations in Finance, Social Media, and Crime Prevention workshop at AAAI’25. The workshop will take place on March 3rd, 2025, at the Pennsylvania Convention Center in Philadelphia, Pennsylvania.
The "AI for Social Impact: Bridging Innovations in Finance, Social Media, and Crime Prevention" workshop aims to explore the transformative potential of AI in promoting socially responsible practices and ensuring ethical standards across these interconnected domains.
We look forward to your participation and contributions! Please see the Call for Papers details below.
Best regards,
Rachneet Kaur, J.P. Morgan AI Research
On behalf of the Organizing Committee, AAAI 2025 Workshop on AI for Social Impact: Bridging Innovations in Finance, Social Media, and Crime Prevention
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Call for Papers:
We are looking for contributions that intersect AI, Finance/Social Media, and Social Good.
Topics: 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 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
- Role of Model Governance in Regulating GenAI
- Advanced AI Monitoring and Regulation Capabilities for GenAI
Applications: Potential applications of interest include:
- Combating Financial Crime, including Fraud Detection
- AI Solutions for ESG Investing
- Data Privacy
- Financial Safety and Education for Vulnerable Populations
- DeFi Frameworks and Benchmarks
- Bias Analysis and Mitigation in AI Models
- Explainability and Fairness in Financial AI
- High-Risk Use of LLMs
- Emerging Use of LLMs in Crimes
- Misinformation Detection in Social Media
- Content Moderation and User Behavior Analysis
Submission Details:
- Originality: All contributions must be original and unpublished.
- Review Process: Submissions will undergo a double-blind peer review.
- Formatting: Follow AAAI-25 guidelines and use the LaTeX style files.
- Submit via Microsoft CMT: Submission Link
- Types of Submissions:
- Full research papers (up to 8 pages main content + appendix)
- Short/poster papers (up to 4 pages main content + appendix)
Important Dates:
- Submission Deadline: Sunday, 24th November 2024
- Notification of Decision: Monday, 9th December 2024
- Camera-Ready Version: Friday, 12th January 2025
- Confirmation of In-person Attendance: Friday, 12th January 2025
- Workshop Date: Monday, 3rd March 2025
Accepted papers require in-person presentation and will be published on the workshop website. Authors are encouraged to share their work on platforms like arXiv.
You can find more details on the workshop here.
For any questions, feel free to reach out.
Rachneet Kaur
We are pleased to inform you that the deadline for paper submissions has been extended to Monday, 9th December 2024 (Anywhere on Earth). Please ensure to submit your relevant works by the new deadline!
Accepted papers require in-person presentation and will be published on the workshop website. Authors are encouraged to share their work on platforms like arXiv.