query understanding

Beyond Facts: Evaluating Intent Hallucination in Large Language Models ACL 2025 DispatchQA: A Benchmark for Small Function Calling Language Models in E-Commerce Applications EMNLP 2025 ExcluIR: Exclusionary Neural Information Retrieval AAAI 2025 Generative Product Recommendations for Implicit Superlative Queries NAACL 2025 HierGR: Hierarchical Semantic Representation Enhancement for Generative Retrieval in Food Delivery Search ACL 2025 Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025 Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization EMNLP 2025 UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025 Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach EMNLP 2024 Backtracing: Retrieving the Cause of the Query EACL 2024 BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language? EMNLP 2024 Enhanced Facet Generation with LLM Editing COLING 2024 Improving Retrieval in Sponsored Search by Leveraging Query Context Signals EMNLP 2024 INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning ACL 2024 Numbers Matter! Bringing Quantity-awareness to Retrieval Systems EMNLP 2024 Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval EMNLP 2024 AVEN-GR: Attribute Value Extraction and Normalization using product GRaphs ACL 2023 A Multi-Factor Classification Framework for Completing Users’ Fuzzy Queries (Student Abstract) AAAI 2022 CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting EMNLP 2022 Design Challenges for a Multi-Perspective Search Engine NAACL 2022 Effective and Efficient Query-aware Snippet Extraction for Web Search EMNLP 2022 Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding EMNLP 2022 QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation EMNLP 2022 An End-to-End Solution for Named Entity Recognition in eCommerce Search AAAI 2021 Dealing with Typos for BERT-based Passage Retrieval and Ranking EMNLP 2021