Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction F i n d i n g s - A C L

Xiaoyuan Li | Wenjie Wang | Moxin Li | Junrong Guo | Yang Zhang | Fuli Feng |

Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL

Yang Zhang | Keqin Bao | Ming Yan | Wenjie Wang | Fuli Feng | Xiangnan He |

M2PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning EMNLP

Taowen Wang | Yiyang Liu | James Chenhao Liang | Junhan Zhao | Yiming Cui | Yuning Mao | Shaoliang Nie | Jiahao Liu | Fuli Feng | Zenglin Xu | Cheng Han | Lifu Huang | Qifan Wang | Dongfang Liu |

Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models EMNLP

Keqin Bao | Jizhi Zhang | Yang Zhang | Xinyue Huo | Chong Chen | Fuli Feng |

EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction F i n d i n g s - E M N L P

Li Yang | Qifan Wang | Jianfeng Chi | Jiahao Liu | Jingang Wang | Fuli Feng | Zenglin Xu | Yi Fang | Lifu Huang | Dongfang Liu |

Dual-Phase Accelerated Prompt Optimization F i n d i n g s - E M N L P

Muchen Yang | Moxin Li | Yongle Li | Zijun Chen | Chongming Gao | Junqi Zhang | Yangyang Li | Fuli Feng |

Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection F i n d i n g s - E M N L P

Moxin Li | Wenjie Wang | Fuli Feng | Fengbin Zhu | Qifan Wang | Tat-Seng Chua |

Direct Multi-Turn Preference Optimization for Language Agents EMNLP

Wentao Shi | Mengqi Yuan | Junkang Wu | Qifan Wang | Fuli Feng |