Papers

Filtered to conversation AI · clear filter

Browse by term

continual learning 91reinforcement learning 43vision-language models 18benchmarking 12benchmarks 11robotics 11large language models 10language models 9world models 9video generation 6generative models 5multimodal models 5natural language processing 5recursive self-improvement 5video world models 5agents 4dialogue systems 4diffusion models 4foundation models 4multimodal large language models 4on-policy distillation 4reasoning 4self-distillation 4self-supervised learning 4conversational AI 3evaluation benchmarks 3human-computer interaction 3LLMs 3multi-agent systems 3policy optimization 3

Matching papers

RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations

110 upvotes · 1 OCT 2026 · Arman Behnam, Sunglyoung Kim, Liangwei Yang

This paper benchmarks a conversational AI system's ability to understand humans over long-term conversations, testing its ability to remember past interactions and reason about their context. Practitioners might care because this research helps improve AI systems' capacity for human-like understanding and conversation.

human-computer interactionconversation AIlong-term memoryreasoningdialogue systems