3 papers
cs.MA2026
HIERA: Hierarchical Multi-Agent Relevance Assessment for Content Discovery Systems
Pritom Saha Akash, Phanideep Gampa, Chao Shen +2
Content discovery systems depend on relevance judgment for search quality evaluation, but human annotation faces inter-annotator disagreement and scaling costs. While Large Languag…
cs.IR2024
REAPER: Reasoning based Retrieval Planning for Complex RAG Systems
Ashutosh Joshi, Sheikh Muhammad Sarwar, Samarth Varshney +3
Complex dialog systems often use retrieved evidence to facilitate factual responses. Such RAG (Retrieval Augmented Generation) systems retrieve from massive heterogeneous data stor…
cs.CL2024
Target Span Detection for Implicit Harmful Content
Nazanin Jafari, James Allan, Sheikh Muhammad Sarwar
Identifying the targets of hate speech is a crucial step in grasping the nature of such speech and, ultimately, in improving the detection of offensive posts on online forums. Much…