3 papers
cs.CL2026
FACTS: Table Summarization via Offline Template Generation with Agentic Workflows
Ye Yuan, Mohammad Amin Shabani, Siqi Liu
Query-focused table summarization requires generating natural language summaries of tabular data conditioned on a user query, enabling users to access insights beyond fact retrieva…
cs.CL2026
Embedding-Based Context-Aware Reranker
Ye Yuan, Mohammad Amin Shabani, Siqi Liu
Retrieval-Augmented Generation (RAG) systems rely on retrieving relevant evidence from a corpus to support downstream generation. The common practice of splitting a long document i…
cs.IR2025
Epistemic Uncertainty-aware Recommendation Systems via Bayesian Deep Ensemble Learning
Radin Cheraghi, Amir Mohammad Mahfoozi, Sepehr Zolfaghari +3
Recommending items to users has long been a fundamental task, and studies have tried to improve it ever since. Most well-known models commonly employ representation learning to map…