no code implementations • 31 Jan 2025 • Soumik Dey, Wei zhang, Hansi Wu, Bingfeng Dong, Binbin Li
E-commerce sellers are recommended keyphrases based on their inventory on which they advertise to increase buyer engagement (clicks/sales).
no code implementations • 5 Sep 2024 • Ashirbad Mishra, Soumik Dey, Marshall Wu, Jinyu Zhao, He Yu, Kaichen Ni, Binbin Li, Kamesh Madduri
Online sellers and advertisers are recommended keyphrases for their listed products, which they bid on to enhance their sales.
Extreme Multi-Label Classification
MUlTI-LABEL-ClASSIFICATION
no code implementations • 16 Aug 2024 • Ranran Haoran Zhang, Bensu Uçar, Soumik Dey, Hansi Wu, Binbin Li, Rui Zhang
Open-vocabulary Extreme Multi-label Classification (OXMC) extends traditional XMC by allowing prediction beyond an extremely large, predefined label set (typically $10^3$ to $10^{12}$ labels), addressing the dynamic nature of real-world labeling tasks.
no code implementations • 29 Jul 2024 • Ashirbad Mishra, Soumik Dey, Jinyu Zhao, Marshall Wu, Binbin Li, Kamesh Madduri
We present Graphite, a graph-based classifier model that provides real-time keyphrase recommendations that are on par with standard text classification models.
1 code implementation • 15 Mar 2024 • Binbin Li, Yuqing Li, Siyu Jia, Bingnan Ma, Yu Ding, Zisen Qi, Xingbang Tan, Menghan Guo, Shenghui Liu
This necessitates a dual focus on both the syntactic information of individual utterances and the semantic interaction among them.
no code implementations • 5 Dec 2023 • Binbin Li, Tianxin Meng, Xiaoming Shi, Jie Zhai, Tong Ruan
To address this issue, we first propose LLM-executavle clinical guidance tree(CGT), which can be directly used by large language models, and construct medical diagnostic decision-making dataset (MedDM), from flowcharts in clinical practice guidelines.
1 code implementation • 27 Sep 2023 • Yuqing Li, Wenyuan Zhang, Binbin Li, Siyu Jia, Zisen Qi, Xingbang Tan
Conversational aspect-based sentiment quadruple analysis (DiaASQ) aims to extract the quadruple of target-aspect-opinion-sentiment within a dialogue.
no code implementations • 30 Mar 2023 • Binbin Li, Xinyu Du, Yao Hu, Hao Yu, Wende Zhang
Online camera-to-ground calibration is to generate a non-rigid body transformation between the camera and the road surface in a real-time manner.