2 papers
cs.CL2026
Prior-based Noisy Text Data Filtering: Fast and Strong Alternative For Perplexity
Yeongbin Seo, Gayoung Kim, Jaehyung Kim +1
As large language models (LLMs) are pretrained on massive web corpora, careful selection of data becomes essential to ensure effective and efficient learning. While perplexity (PPL…
cs.CL2025
PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents
Namyoung Kim, Kai Tzu-iunn Ong, Yeonjun Hwang +5
Dialogue agents based on large language models (LLMs) have shown promising performance in proactive dialogue, which requires effective strategy planning. However, existing approach…