no code implementations • 1 Oct 2024 • Yiming Ju, Ziyi Ni, Xingrun Xing, Zhixiong Zeng, Hanyu Zhao, Siqi Fan, Zheng Zhang
Supervised fine-tuning (SFT) is crucial for adapting Large Language Models (LLMs) to specific tasks.
1 code implementation • 3 Feb 2024 • Yanbin Wei, Shuai Fu, Weisen Jiang, Zejian Zhang, Zhixiong Zeng, Qi Wu, James T. Kwok, Yu Zhang
Large Language Models (LLMs) are increasingly used for various tasks with graph structures.
2 code implementations • 28 Sep 2023 • Yiming Ju, Xingrun Xing, Zhixiong Zeng
KLoB can serve as a benchmark for evaluating existing locating methods in language models, and can contributes a method to reassessing the validity of locality hypothesis of factual knowledge.
no code implementations • 20 Mar 2023 • Binbin Wang, Mingming Li, Zhixiong Zeng, Jingwei Zhuo, Songlin Wang, Sulong Xu, Bo Long, Weipeng Yan
Retrieving relevant items that match users' queries from billion-scale corpus forms the core of industrial e-commerce search systems, in which embedding-based retrieval (EBR) methods are prevailing.
1 code implementation • 8 Jan 2022 • Zhixiong Zeng, Wenji Mao
Cross-Modal Retrieval (CMR) is an important research topic across multimodal computing and information retrieval, which takes one type of data as the query to retrieve relevant data of another type.
no code implementations • 13 Sep 2021 • Guohai Xu, Hehong Chen, Feng-Lin Li, Fu Sun, Yunzhou Shi, Zhixiong Zeng, Wei Zhou, Zhongzhou Zhao, Ji Zhang
Live streaming is becoming an increasingly popular trend of sales in E-commerce.
no code implementations • ACL 2020 • Nan Xu, Zhixiong Zeng, Wenji Mao
In multimodal context, sarcasm is no longer a pure linguistic phenomenon, and due to the nature of social media short text, the opposite is more often manifested via cross-modality expressions.