4 papers
HSPR: Recovering Software-Agent Benchmark Scores via Hierarchical Posterior Inference
Wanyi Chen, Wanqin Shen, Yuanchen Shi +2
Evaluating software agents on a full benchmark is expensive. A small task subset can preserve agent rankings while yielding inaccurate scores. Historical responses provide useful s…
Exploiting Intrinsic Duality for Multi-Hop Question Generation
Maodong Li, Xinyue Kang, Yuanchen Shi +1
Multi hop question generation (MQG) aims to generate questions from multiple given documents and target answers, whereas question answering (QA) focuses on deriving answers from do…
Toward Real-World Chinese Psychological Support Dialogues: CPsDD Dataset and a Co-Evolving Multi-Agent System
Yuanchen Shi, Longyin Zhang, Fang Kong
The growing need for psychological support due to increasing pressures has exposed the scarcity of relevant datasets, particularly in non-English languages. To address this, we pro…
Impact of Stickers on Multimodal Sentiment and Intent in Social Media: A New Task, Dataset and Baseline
Yuanchen Shi, Biao Ma, Longyin Zhang +1
Stickers are increasingly used in social media to express sentiment and intent. Despite their significant impact on sentiment analysis and intent recognition, little research has b…