Data & analyticsDo Agents Help? Agentic Document Information Extraction with Enterprise Database GroundingSAPResearch paper Oct 2026
Data & analyticsVision is Not Enough: Enhancing Bounding Box Grounding for Document Key Information Extraction with OCR AnchorsSAPResearch paper Oct 2026
Data & analyticsBeyond Semantic IDs: Encoding Business-Value Ranking into Document Identifiers for Generative RetrievalAlibabaResearch paper Oct 2026
Data & analyticsRAFT: A Stateful Retrieval-Augmented Framework for Troubleshooting AgentsResearch paper Oct 2026
AI & machine learningShopping Reasoning Bench: An Expert-Authored Benchmark for Multi-Turn Conversational Shopping AssistantsResearch paper Oct 2026
Data & analyticsCACHE-ED2: Compiling LLM Reasoning into Reusable Extraction Programs for Document Extraction at ScaleResearch paper Oct 2026
Data & analyticsSchema-Hierarchical Soft Prompts for Structured Information ExtractionResearch paper Oct 2026
AI & machine learningFrustratingly Easy Agentic RAG via Portable Skills: A Case Study in Customer SupportAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsSchemaToken: Tokenizing Database Schemas for Efficient and Robust Text-to-SQL LinkingAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsAuditing and Repairing LLM-as-Judge Failures in a Production Text-to-SQL PipelineAssociation 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
Data & analyticsFrom Benchmarks to Production: A Text-to-SQL System for Complex Financial DataAssociation 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 & analyticsWhen Does User-Scoped Glossary Injection Recover ASR-Corrupted Domain Terms in Meeting Summarization? Separating Term Recovery from…Association for Computational LinguisticsResearch paper Oct 2026
Data & analyticsCemLit-IE: Schema-Constrained LLM Extraction for Traceable Cement Strength DatabasesAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsRe:CAP - Auditing Retrieval Coverage in Production RAG PipelinesAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsSumRank: Aligning Summarization Models for Long-Document Listwise RerankingAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsOntology-Driven Structural Regularization for Document-Level Relation ExtractionAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsLong Document Reconstruction Unlocks Scalable Long-Context RLVRAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsA Large-Scale Multi-Dimensional Empirical Study of LLMs for Conversation SummarizationAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsSPARROW: Scalable Taxonomy Induction via Structure-Preserving Partitioning and Constraint-Guided MergingAssociation for Computational LinguisticsResearch paper Oct 2026
AI & machine learningGraphReduce: Coverage-Preserving LLM Aggregation for E-commerce Review InsightsAssociation for Computational LinguisticsResearch paper Oct 2026
Data & analyticsThe Cost of Decomposition: Trade-Offs in Long-Context Aspect-Based Scientific SummarizationAssociation for Computational LinguisticsResearch paper Oct 2026
