Papers
Progressive Fine-Tuning for Cost-Effective Structured Attribute Generation in E-commerce
Lakshman Kolasani, Fatemeh Taheri Dezaki
Small Agents, Big Gains: Journey-Aware and Critic-Guided Simulation for Long-Horizon Shopping Dialogues
Qing Ping, Changyou Chen, Binxuan Huang
From Short Video to Clickable Search: RLVR-Enabled Listwise Query Suggestion with Retrieval-Augmented Context
Mingkai Tian, Xuye, Long Meng et al.
AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use
Yuanjie Lyu, Chengyu Wang, Haonan Zheng et al.
Search-P1: Path-Centric Reward Shaping for Stable and Efficient Agentic RAG Training
Tianle Xia, Ming Xu, Lingxiang Hu et al.
NEST: Nested Evidence Survival for Retrieval
Akshay Verma, Siddharth Pillai, Prateek Sircar et al.
Teaching LLM to be Persuasive: Reward-Enhanced Policy Optimization for Alignment from Heterogeneous Rewards
Xia Zeng, Yihan Chen, Luhui Liu et al.
Learning from Textual Radiology Reports: A Benchmark Dataset for Coronary CT Angiography
Sudharshan Balaji, Zhiyu Liu, Zhengyuan Jiang et al.
UNIVID: Unified Vision-Language Model for Video Moderation
Kejuan Yang, Yizhuo Zhang, Mingyuan Du et al.
Optimizing Retrieval-Augmented Generation for E-Commerce How-To Assistance
Gilad Fuchs, Leonid Ekimov, Fei Dong et al.
Reason-Code: Reliable Code Generation via Test-Driven Monte Carlo Tree Search
Zixu Li, Zhiqi Peng
Agent-Ops: A Multi-Agent Orchestration Framework for End-to-End SOP Automation in E-Commerce Operations
Apoorva Singh, Sanjay Agrawal, Sayanta Adhikari et al.
Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with VLMs
Kyungho Kim, Yeonje Choi, Gyurim Hwang et al.
GeoGround: Uncertainty-Weighted Multi-Task Learning for Geo-Alignment and Address Defect Detection
Srinivas Virinchi, Aman Gulati, Anoop Saladi
DeepResearch Retail: Benchmarking Tool-Augmented Deep Research in the E-Commerce Domain
Rafael Ferreira, Flavio Di Palo, Huilin Lu et al.
GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models
Yuan Zhong, Chuanwei Ruan, Moein Hasani et al.
ℛ3: Advertisement Compliance ℛectification via Group-ℛelative Experience Extractor and Curriculum ℛeinforcement
Yuan Chen, Zhenyu Hu, Mengge Xue et al.
SSR-A: Spatial- and Semantic-Aware Instructions and Curriculum Reinforcement for Advertisement Compliant Rectification
Cao Te, Mengge Xue, Zhenyu Hu et al.
Better Literary Translation: A Multi-Aspect Data Generation and LLM Training Approach
Zhihao Lin, Ziqi Zhu, Hao Huang et al.
Policy Compliance of User Requests in Natural Language for AI Systems
Pedro Cisneros-Velarde
Mixture of Heterogeneous Grouped Experts for Language Modeling
Zhicheng Ma, Xiang Liu, Zhaoxiang Liu et al.
Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training
Yangyi Fang, Jiaye Lin, Xiaoliang Fu et al.
Sommelier: Scalable Open Multi-turn Audio Pre-processing for Full-duplex Speech Language Models
Kyudan Jung, Jihwan Kim, Soyoon Kim et al.
Motivating Next-Gen Accelerators with Flexible N:M Activation Sparsity via Benchmarking Lightweight Post-Training Sparsification Approaches
Shirin Alanova, Kristina Kazistova, Ekaterina Galaeva et al.
IceBreaker for Conversational Agents: Breaking the First-Message Barrier with Personalized Starters
Hongwei Zheng, Weiqi Wu, Zhengjia Wang et al.