Data & analyticsPlan or Retrieve First? A Scale Study of Tool Discovery ArchitecturesAppleResearch paper Oct 2026
AI & machine learningEAGER: Enrich-and-Align Generative Query Recommendation from Clicked Items in E-commerce SearchAlibabaResearch paper Oct 2026
AI & machine learningGRAM-V2: Generative Reasoning and Ranking Alignment for Large-Scale E-commerce SearchResearch paper Oct 2026
Data & analyticsRAFT: A Stateful Retrieval-Augmented Framework for Troubleshooting AgentsResearch paper Oct 2026
AI & machine learningSkillChain: Closing the Loop on Skill Evolution for Image-Based E-Commerce AI AssistantsAlibabaResearch paper Oct 2026
AI & machine learningFrustratingly Easy Agentic RAG via Portable Skills: A Case Study in Customer SupportAssociation for Computational LinguisticsResearch paper Oct 2026
IT operationsOpenDC-Infer-LC: Benchmarking Production-Valid Long-Context and RAG LLM ServingAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsPULSAR: Pooled Unified Late-interaction Search And Retrieval for Enterprise Visual Document RAGAssociation for Computational LinguisticsResearch paper Oct 2026
AI & machine learningBeyond Offline A/B Testing: Context-Aware Agent Simulation for Recommender System EvaluationAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsA Practitioner’s Guide to Systematic Prompt Evaluation for Information ExtractionAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsRe:CAP - Auditing Retrieval Coverage in Production RAG PipelinesAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsSession-Guided Pre-training for Query Understanding: Constraining Mask Prediction and Improving Query Fine-tunabilityAssociation for Computational LinguisticsResearch paper Oct 2026
AI & machine learningLLP: LLM-Based Product Pricing in E-commerceAssociation for Computational LinguisticsResearch paper Oct 2026
AI & machine learningOptimizing Retrieval-Augmented Generation for E-Commerce How-To AssistanceResearch paper Jul 2026
AI & machine learningProductResearch: Training E-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory DistillationAlibabaResearch paper Jul 2026
Data & analyticsMM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&AAssociation for Computational LinguisticsResearch paper Jul 2026
Data & analyticsSCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge GraphsAssociation for Computational LinguisticsResearch paper Jul 2026
AI & machine learningDeepResearch Retail: Benchmarking Tool-Augmented Deep Research in the E-Commerce DomainAssociation for Computational LinguisticsResearch paper Jul 2026
Data & analyticsR^3AG: Retriever Routing for Retrieval-Augmented GenerationAssociation for Computational LinguisticsResearch paper Jul 2026
Data & analyticsRethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search SystemsAssociation for Computational LinguisticsResearch paper Jul 2026
Data & analyticsIndex-Time Prefix Injection for Multi-Tenant Retrieval: Improving Search Relevance Without Model Fine-TuningAssociation for Computational LinguisticsResearch paper Jul 2026
AI & machine learningShopperBench: A Benchmark for Personalized Shopping with Persona-Guided SimulationResearch paper Mar 2026
Data & analyticsReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented GenerationResearch paper Mar 2026