2 papers
cs.LG2026
Learning to Remember: End-to-End Training of Memory Agents for Long-Context Reasoning
Kehao Zhang, Shangtong Gui, Sheng Yang +2
Long-context LLMs and Retrieval-Augmented Generation (RAG) systems process information passively, deferring state tracking, contradiction resolution, and evidence aggregation to qu…
cs.MM2025
Towards Multimodal Sentiment Analysis via Contrastive Cross-modal Retrieval Augmentation and Hierachical Prompts
Xianbing Zhao, Shengzun Yang, Buzhou Tang +1
Multimodal sentiment analysis is a fundamental problem in the field of affective computing. Although significant progress has been made in cross-modal interaction, it remains a cha…