Data Diversity Matters for Robust Instruction Tuning F i n d i n g s - E M N L P

Alexander Bukharin | Shiyang Li | Zhengyang Wang | Jingfeng Yang | Bing Yin | Xian Li | Chao Zhang | Tuo Zhao | Haoming Jiang |

Evolutionary Contrastive Distillation for Language Model Alignment F i n d i n g s - E M N L P

Julian Katz-Samuels | Zheng Li | Hyokun Yun | Priyanka Nigam | Yi Xu | Vaclav Petricek | Bing Yin | Trishul Chilimbi |

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce F i n d i n g s - E M N L P

Wenxuan Ding | Weiqi Wang | Sze Heng Douglas Kwok | Minghao Liu | Tianqing Fang | Jiaxin Bai | Xin Liu | Changlong Yu | Zheng Li | Chen Luo | Qingyu Yin | Bing Yin | Junxian He | Yangqiu Song |

Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP

Fenglin Liu | Zheng Li | Hongjian Zhou | Qingyu Yin | Jingfeng Yang | Xianfeng Tang | Chen Luo | Ming Zeng | Haoming Jiang | Yifan Gao | Priyanka Nigam | Sreyashi Nag | Bing Yin | Yining Hua | Xuan Zhou | Omid Rohanian | Anshul Thakur | Lei Clifton | David A. Clifton |

Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning EMNLP

Zhaoxuan Tan | Qingkai Zeng | Yijun Tian | Zheyuan Liu | Bing Yin | Meng Jiang |

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP

Baixuan Xu | Weiqi Wang | Haochen Shi | Wenxuan Ding | Huihao Jing | Tianqing Fang | Jiaxin Bai | Xin Liu | Changlong Yu | Zheng Li | Chen Luo | Qingyu Yin | Bing Yin | Long Chen | Yangqiu Song |