conversational agents 1human-ai interaction 1memory augmentation 1multimodal analysis 1relationship dynamics 1self-disclosure 1
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cs.CL2025
Enhancing Long-term RAG Chatbots with Psychological Models of Memory Importance and Forgetting
Ryuichi Sumida, Koji Inoue, Tatsuya Kawahara
While Retrieval-Augmented Generation (RAG) has shown promise in enhancing long-term conversations, the increasing memory load as conversations progress degrades retrieval accuracy.…
cs.CL2025
MMA-ASIA: A Multilingual and Multimodal Alignment Framework for Culturally-Grounded Evaluation
Weihua Zheng, Zhengyuan Liu, Tanmoy Chakraborty +32
Large language models (LLMs) are now used worldwide, yet their multimodal understanding and reasoning often degrade outside Western, high-resource settings. We propose MMA-ASIA, a…