Wenhui Que
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×2NLP×2
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Research Timeline
2026
MemCog: From Memory-as-Tool to Memory-as-Cognition in Conversational Agents
The paper introduces MemCog, a Memory-as-Cognition system that integrates memory access directly into the reasoning process, significantly improving agent performance, especially in proactive memory retrieval tasks.
Semantic Flow Regularization: Teaching LLMs to Generate Diverse Yet Coherent Responses
The paper introduces Semantic Flow Regularization (SFR), an auxiliary objective that significantly improves the diversity and quality of LLM responses when fine-tuned for specific styles or personas, without increasing deployment cost.
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Papers
cs.AIcs.CLRecentMay 27, 2026
MemCog: From Memory-as-Tool to Memory-as-Cognition in Conversational Agents
The paper introduces MemCog, a Memory-as-Cognition system that integrates memory access directly into the reasoning process, significantly improving agent performance, especially in proactive memory r…
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cs.CLcs.AIRecentMay 27, 2026