24 citations · 34 across the 12 of their papers we have counts for
5 papers · 1 filter
VERAFI: Verified Agentic Financial Intelligence through Neurosymbolic Policy Generation
Adewale Akinfaderin, Shreyas Subramanian
Financial AI systems suffer from a critical blind spot: while Retrieval-Augmented Generation (RAG) excels at finding relevant documents, language models still generate calculation…
Plan-and-Write: Structure-Guided Length Control for LLMs without Model Retraining
Adewale Akinfaderin, Shreyas Subramanian, Akarsha Sehwag
Length control in Large Language Models (LLMs) is a crucial but under-addressed challenge, with applications ranging from voice interfaces requiring concise responses to research s…
User-Based Sequential Modeling with Transformer Encoders for Insider Threat Detection
Mohamed Elbasheer, Adewale Akinfaderin
Insider threat detection presents unique challenges due to the authorized status of malicious actors and the subtlety of anomalous behaviors. Existing machine learning methods ofte…
Temporal Analysis of Climate Policy Discourse: Insights from Dynamic Embedded Topic Modeling
Rafiu Adekoya Badekale, Adewale Akinfaderin
Understanding how policy language evolves over time is critical for assessing global responses to complex challenges such as climate change. Temporal analysis helps stakeholders, i…
AI-Driven Climate Policy Scenario Generation for Sub-Saharan Africa
Rafiu Adekoya Badekale, Adewale Akinfaderin
Climate policy scenario generation and evaluation have traditionally relied on integrated assessment models (IAMs) and expert-driven qualitative analysis. These methods enable stak…