3 papers
cs.CL2026
SCURank: Ranking Multiple Candidate Summaries with Summary Content Units for Enhanced Summarization
Bo-Jyun Wang, Ying-Jia Lin, Hung-Yu Kao
Small language models (SLMs), such as BART, can achieve summarization performance comparable to large language models (LLMs) via distillation. However, existing LLM-based ranking s…
cs.CV2026
LOLGORITHM: Funny Comment Generation Agent For Short Videos
Xuan Ouyang, Bouzhou Wang, Senan Wang +3
Short-form video platforms have become central to multimedia information dissemination, where comments play a critical role in driving engagement, propagation, and algorithmic feed…
cs.IR2025
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning
Le Zhang, Bo Wang, Xipeng Qiu +2
We present REARANK, a large language model (LLM)-based listwise reasoning reranking agent. REARANK explicitly reasons before reranking, significantly improving both performance and…