1 citations · 1 across the 4 of their papers we have counts for
5 papers
Discuss More, Comment Less: Boosting Automated Research via Multi-Perspective Collaborative Review
Junkai Zhou, Jiajia Wu, Zhaoyi Zhang +2
As automated research is increasingly adopted for writing papers, automated review has become a critical link between paper generation and quality control. However, existing method…
Which LLM Is Your Ideal Companion? Evaluating Emotional Companion Capabilities of LLMs Based on Adult Attachment Theory
Junkai Zhou, Shiting Guan, Zhaoyi Zhang
As large language models (LLMs) are increasingly applied for emotional companionship, evaluating their behavior and capabilities in intimate relationships has become a pressing iss…
Knowledge Boundary and Persona Dynamic Shape A Better Social Media Agent
Junkai Zhou, Liang Pang, Ya Jing +3
Constructing personalized and anthropomorphic agents holds significant importance in the simulation of social networks. However, there are still two key problems in existing works:…
Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue
Junkai Zhou, Liang Pang, Huawei Shen +1
The emergence of large language models (LLMs) further improves the capabilities of open-domain dialogue systems and can generate fluent, coherent, and diverse responses. However, L…
SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation
Junkai Zhou, Liang Pang, Huawei Shen +1
Language models trained on large-scale corpora can generate remarkably fluent results in open-domain dialogue. However, for the persona-based dialogue generation task, consistency…