3 papers
cs.CL2026
Can Large Language Models Simulate Human Cognition Beyond Behavioral Imitation?
Yuxuan Gu, Lunjun Liu, Xiaocheng Feng +4
An essential problem in artificial intelligence is whether LLMs can simulate human cognition or merely imitate surface-level behaviors, while existing datasets suffer from either s…
cs.CL2025
RSMLP: A light Sampled MLP Structure for Incomplete Utterance Rewrite
Lunjun Liu, Weilai Jiang, Yaonan Wang
The Incomplete Utterance Rewriting (IUR) task has garnered significant attention in recent years. Its goal is to reconstruct conversational utterances to better align with the curr…
cs.MA2024
Tacit Learning with Adaptive Information Selection for Cooperative Multi-Agent Reinforcement Learning
Lunjun Liu, Weilai Jiang, Yaonan Wang
In multi-agent reinforcement learning (MARL), the centralized training with decentralized execution (CTDE) framework has gained widespread adoption due to its strong performance. H…