Agent Planning Benchmark: A Diagnostic Framework for Planning Capabilities in LLM Agents
findings of EMNLP
Haoyu, Sun and Wang, Wenxuan and Mingyang, Song and Jujie, He and Weinan, Zhang and Yang, Liu and Yang, Yang and Yu, Cheng
Findings of EMNLP
Agent Planning Benchmark: A Diagnostic Framework for Planning Capabilities in LLM Agents
findings of EMNLP
Haoyu, Sun and Wang, Wenxuan and Mingyang, Song and Jujie, He and Weinan, Zhang and Yang, Liu and Yang, Yang and Yu, Cheng
DARTS: Diversity-Aware Reasoning Tree Search for Test-Time Scaling
findings of EMNLP
Kaifeng, Liu and Shijie, Wang and Yuanxing, Liu and Yang, Liu and Xinyi, Wang and Haozheng, Hou and Biqing, Qi and Weinan, Zhang and Ting, Liu
DARTS: Diversity-Aware Reasoning Tree Search for Test-Time Scaling
findings of EMNLP
Kaifeng, Liu and Shijie, Wang and Yuanxing, Liu and Yang, Liu and Xinyi, Wang and Haozheng, Hou and Biqing, Qi and Weinan, Zhang and Ting, Liu
SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents
findings of EMNLP
Wenxuan, Wang and Haoyu, Sun and Fukuan, Hou and Mingyang, Song and Weinan, Zhang and Yu, Cheng and Yang, Yang
SubtleMemory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon AI Agents
findings of EMNLP
Wenxuan, Wang and Haoyu, Sun and Fukuan, Hou and Mingyang, Song and Weinan, Zhang and Yu, Cheng and Yang, Yang
Toward Detecting Modern Social Media Agents: Dataset, Experimental Analysis, and an Agent-Based Solution
findings of EMNLP
Yi, Han and Lizi, Liao and Haiqi, Lu and Yuanxing, Liu and Weinan, Zhang and Ting, Liu
Toward Detecting Modern Social Media Agents: Dataset, Experimental Analysis, and an Agent-Based Solution
findings of EMNLP
Yi, Han and Lizi, Liao and Haiqi, Lu and Yuanxing, Liu and Weinan, Zhang and Ting, Liu
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue
Findings of EMNLP
Liu, Yuanxing and Zhang, Weinan and Chen, Yifan and Zhang, Yuchi and Bai, Haopeng and Feng, Fan and Cui, Hengbin and Li, Yongbin and Che, Wanxiang
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue
Findings of EMNLP
Liu, Yuanxing and Zhang, Weinan and Chen, Yifan and Zhang, Yuchi and Bai, Haopeng and Feng, Fan and Cui, Hengbin and Li, Yongbin and Che, Wanxiang
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements
Findings of EMNLP
Qian, Yushan and Zhang, Weinan and Liu, Ting
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements
Findings of EMNLP
Qian, Yushan and Zhang, Weinan and Liu, Ting
A Compare Aggregate Transformer for Understanding Document-grounded Dialogue
Findings of EMNLP
Ma, Longxuan and Zhang, Weinan and Sun, Runxin and Liu, Ting
A Compare Aggregate Transformer for Understanding Document-grounded Dialogue
Findings of EMNLP
Ma, Longxuan and Zhang, Weinan and Sun, Runxin and Liu, Ting