KDD 2024 Workshop Amazon KDD Cup Submissions

More diverse more adaptive: Comprehensive Multi-task Learning for Improved LLM Domain Adaptation in E-commerce
piao tong, Zhipeng Zhang, Qiao Liu
- 04 Aug 2024 (modified: 05 Aug 2024)
- KDD 2024 Workshop Amazon KDD Cup Submission
- Readers: Everyone
Optimizing Few-Shot Learning: From Static to Adaptive in Qwen2-7B
Wenhao Liu, Tianxing Bu, Erchen Yu, Dailin Li, Ding Ai, Zhenyi Lu, Haoran Luo
- 02 Aug 2024 (modified: 05 Aug 2024)
- KDD 2024 Workshop Amazon KDD Cup Submission
- Readers: Everyone
Fine-Tuning Large Language Models for Multitasking in Online Shopping Using Synthetic Data
Fernando Sebastián Huerta, Carla Martín Monteso, Carlos de Leguina León, Leyre Sánchez Viñuela, Julián Rojo García, Rubén Sordo López, Roberto Lara Martin
- 02 Aug 2024 (modified: 05 Aug 2024)
- KDD 2024 Workshop Amazon KDD Cup Submission
- Readers: Everyone
Tailoring LLMs for Online Shopping: A Strategy for Multi-Task Learning and Domain-Specific Performance Enhancement
LiuYankai, HaoYifan, GuoRuipu, CuiZhaojun
- 02 Aug 2024 (modified: 05 Aug 2024)
- KDD 2024 Workshop Amazon KDD Cup Submission
- Readers: Everyone
Winning Amazon KDD Cup'24
Chris Deotte, Ivan Sorokin, Ahmet Erdem, Benedikt Schifferer, Gilberto Titericz Junior, Simon Jégou
- 02 Aug 2024 (modified: 05 Aug 2024)
- KDD 2024 Workshop Amazon KDD Cup Submission
- Readers: Everyone
LLaSA: Large Language and E-Commerce Shopping Assistant
Shuo Zhang, Boci Peng, Xinping Zhao, Boren Hu, Yun Zhu, Yanjia Zeng, Xuming Hu
- 02 Aug 2024 (modified: 05 Aug 2024)
- KDD 2024 Workshop Amazon KDD Cup Submission
- Readers: Everyone
Second Place Overall Solution for Amazon KDD Cup 2024
Pengyue Jia, Jingtong Gao, Xiaopeng Li, Zixuan Wang, Yiyao Jin, Xiangyu Zhao
- 30 Jul 2024 (modified: 06 Aug 2024)
- KDD 2024 Workshop Amazon KDD Cup Submission
- Readers: Everyone
EC-Guide: A Comprehensive E-Commerce Guide for Instruction Tuning and Quantization by ZJU-AI4H
Zhaopeng Feng, Zijie Meng, Zuozhu Liu
- 29 Jul 2024 (modified: 05 Aug 2024)
- KDD 2024 Workshop Amazon KDD Cup Submission
- Readers: Everyone
Enhancing User Behavior Alignment by Input-Level Model Cooperation and Model-Level Parameter Optimization
Yingyi Zhang, Zhipeng Li, Zhewei Zhi, Xianneng Li
- 25 Jul 2024 (modified: 05 Aug 2024)
- KDD 2024 Workshop Amazon KDD Cup Submission
- Readers: Everyone