Snapshot-Guided Domain Adaptation for ELECTRA. - Daixuan Cheng; Shaohan Huang; Jianfeng Liu; Yuefeng Zhan; Hao Sun 015; Furu Wei; Denvy Deng; Qi Zhang 066 (EMNLP (Findings), 2022)

PromptBERT: Improving BERT Sentence Embeddings with Prompts. - Ting Jiang; Jian Jiao 007; Shaohan Huang; Zihan Zhang; Deqing Wang; Fuzhen Zhuang; Furu Wei; Haizhen Huang; Denvy Deng; Qi Zhang 066 (EMNLP, 2022)

RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction. - Zhoujin Tian; Chaozhuo Li; Shuo Ren; Zhiqiang Zuo 004; Zengxuan Wen; Xinyue Hu 003; Xiao Han; Haizhen Huang; Denvy Deng; Qi Zhang 066; Xing Xie 001 (EMNLP, 2022)

Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval. - Shitao Xiao; Zheng Liu 011; Weihao Han; Jianjin Zhang; Yingxia Shao; Defu Lian; Chaozhuo Li; Hao Sun 015; Denvy Deng; Liangjie Zhang; Qi Zhang 066; Xing Xie 001 (WWW, 2022)

Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search. - Jianjin Zhang; Zheng Liu 011; Weihao Han; Shitao Xiao; Ruicheng Zheng; Yingxia Shao; Hao Sun 015; Hanqing Zhu; Premkumar Srinivasan; Denvy Deng; Qi Zhang 066; Xing Xie 001 (CoRR, 2022)

Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings. - Shitao Xiao; Zheng Liu 011; Weihao Han; Jianjin Zhang; Defu Lian; Yeyun Gong; Qi Chen 009; Fan Yang 024; Hao Sun 015; Yingxia Shao; Denvy Deng; Qi Zhang 001; et al. (CoRR, 2022)

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation. - Daixuan Cheng; Shaohan Huang; Junyu Bi; Yuefeng Zhan; Jianfeng Liu; Yujing Wang; Hao Sun 015; Furu Wei; Denvy Deng; Qi Zhang 066 (CoRR, 2023)

Towards Better Entity Linking with Multi-View Enhanced Distillation. - Yi Liu 067; Yuan Tian; Jianxun Lian; Xinlong Wang; Yanan Cao 001; Fang Fang 009; Wen Zhang; Haizhen Huang; Denvy Deng; Qi Zhang 066 (CoRR, 2023)

Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator. - Jun Yin 005; Zhengxin Zeng; Mingzheng Li; Hao Yan 004; Chaozhuo Li; Weihao Han; Jianjin Zhang; Ruochen Liu 001; Allen Sun; Denvy Deng; Feng Sun 008; Qi Zhang 066; et al. (CoRR, 2024)

MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning. - Yaming Yang 001; Dilxat Muhtar; Yelong Shen; Yuefeng Zhan; Jianfeng Liu; Yujing Wang; Hao Sun 015; Denvy Deng; Feng Sun 008; Qi Zhang 066; Weizhu Chen; Yunhai Tong (CoRR, 2024)