4 papers
A Multi-Agent Approach for Claim Verification from Tabular Data Documents
Rudra Ranajee Saha, Laks V. S. Lakshmanan, Raymond T. Ng
We present a novel approach for claim verification from tabular data documents. Recent LLM-based approaches either employ complex pretraining/fine-tuning or decompose verification…
A Community-Based Approach for Stance Distribution and Argument Organization
Rudra Ranajee Saha, Laks V. S. Lakshmanan, Raymond T. Ng
The proliferation of online debate platforms and social media has led to an unprecedented volume of argumentative content on controversial topics from multiple perspectives. While…
Wavelets to the Rescue: Improving Sample Quality of Latent Variable Deep Generative Models
Prashnna K Gyawali, Rudra Saha, Linwei Wang +2
Variational Autoencoders (VAE) are probabilistic deep generative models underpinned by elegant theory, stable training processes, and meaningful manifold representations. However,…
Spatial Knowledge Distillation to aid Visual Reasoning
Somak Aditya, Rudra Saha, Yezhou Yang +1
For tasks involving language and vision, the current state-of-the-art methods tend not to leverage any additional information that might be present to gather relevant (commonsense)…