2.4k citations
- Tsinghua UniversityCN36 papers
- Chinese Academy of SciencesCN30 papers
- Peking UniversityCN27 papers
- National Engineering Laboratory of Deep Learning Technology and ApplicationCN25 papers
- University of Science and Technology of ChinaCN24 papers
- University of Technology SydneyAU20 papers
- Beihang UniversityCN16 papers
- Rutgers, The State University of New JerseyUS16 papers
- University of Hong KongHK16 papers
- University of Maryland, College ParkUS15 papers
- University of Chinese Academy of SciencesCN13 papers
- Zhejiang UniversityCN13 papers
540 papers
OmegaUse-SOP: SOP Engineering for Professional Computer Use from Human Demonstrations
Yixiong Xiao, Lang An, Hucheng Yang +9
Large language models (LLMs) are increasingly evolving from conversational assistants into agents capable of operating external digital environments. Graphical user interface (GUI)…
ICEGR: An Intent-Coherent End-to-End Generative Retrieval Framework for E-commerce Search
Jiayi Tuo, Hehan Li, Dongjun Fu +10
Generative Retrieval (GR) is promising for e-commerce search, yet existing methods struggle to maintain query-intent consistency throughout the training pipeline. First, semantic I…
Clarify-Then-Search: A Clarification Benchmark for Deep Search with End-to-End Nugget Restoration
Deqiang Huang, Jingbo Zhou, Xinjiang Lu +3
Deep search is brittle on underspecified user queries: missing constraints such as time, location, scope, or definitions can lead to retrieval drift and incomplete answers. We intr…
MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation
Deguo Xia, Zihan Li, Haochen Zhao +6
Lane-level maps are critical infrastructure for autonomous driving and lane-level navigation, yet constructing and maintaining standardized lane networks for hundreds of cities rem…
Large Language Model-Powered Query-Driven Event Timeline Summarization in Industrial Search
Mingyue Wang, Xingyu Xie, Hang Yang +5
Understanding how events evolve over time is essential for search engines handling queries about trending news. We present QDET (Query-Driven Event Timeline Summarization), a produ…
VaaWIT: Visual-Aware Adaptation of Large Language Models for Multilingual Web Image Translation
Bo Li, Ronghao Chen, Ningyuan Deng +3
Translating text embedded in Web images is crucial for improving content accessibility and cross-lingual information retrieval, particularly within social media and e-commerce doma…