activity
20202024
most citedmPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

168 citations · 259 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CL2024★ 4 cited

SocialBench: Sociality Evaluation of Role-Playing Conversational Agents

Hongzhan Chen, Hehong Chen, Ming Yan +8

Large language models (LLMs) have advanced the development of various AI conversational agents, including role-playing conversational agents that mimic diverse characters and human…

cs.AI2024★ 4 cited

Small LLMs Are Weak Tool Learners: A Multi-LLM Agent

Weizhou Shen, Chenliang Li, Hongzhan Chen +5

Large Language Model (LLM) agents significantly extend the capabilities of standalone LLMs, empowering them to interact with external tools (e.g., APIs, functions) and complete var…

cs.CL2023★ 1 cited

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models

Chenliang Li, Hehong Chen, Ming Yan +11

Large language models (LLMs) have recently demonstrated remarkable capabilities to comprehend human intentions, engage in reasoning, and design planning-like behavior. To further u…

cs.CL2023★ 3 cited

ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human

Junfeng Tian, Hehong Chen, Guohai Xu +14

In this paper, we present ChatPLUG, a Chinese open-domain dialogue system for digital human applications that instruction finetunes on a wide range of dialogue tasks in a unified i…

cs.CL2023★ 168 cited

mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality

Qinghao Ye, Haiyang Xu, Guohai Xu +15

Large language models (LLMs) have demonstrated impressive zero-shot abilities on a variety of open-ended tasks, while recent research has also explored the use of LLMs for multi-mo…

cs.AI2022★ 6 cited

Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph

Shumin Deng, Chengming Wang, Zhoubo Li +11

Business Knowledge Graphs (KGs) are important to many enterprises today, providing factual knowledge and structured data that steer many products and make them more intelligent. De…

cs.IR2021★ 13 cited

AliMe MKG: A Multi-modal Knowledge Graph for Live-streaming E-commerce

Guohai Xu, Hehong Chen, Feng-Lin Li +6

Live streaming is becoming an increasingly popular trend of sales in E-commerce. The core of live-streaming sales is to encourage customers to purchase in an online broadcasting ro…

cs.AI2020★ 60 cited

AliMe KG: Domain Knowledge Graph Construction and Application in E-commerce

Feng-Lin Li, Hehong Chen, Guohai Xu +4

Pre-sales customer service is of importance to E-commerce platforms as it contributes to optimizing customers' buying process. To better serve users, we propose AliMe KG, a domain…