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query decomposition

20 papers

Papers

Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching ACL 2026 Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition AAAI 2026 Query Decomposition for RAG: Balancing Exploration-Exploitation EACL 2026 Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ACL 2025 DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025 FineRAG: Fine-grained Retrieval-Augmented Text-to-Image Generation COLING 2025 Hint-Augmented Re-ranking: Efficient Product Search using LLM-Based Query Decomposition IJCNLP 2025 iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025 MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL COLING 2025 Multi-Modal Data Exploration via Language Agents IJCNLP 2025 POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval ICML 2025 Q2E: Query-to-Event Decomposition for Zero-Shot Multilingual Text-to-Video Retrieval IJCNLP 2025 Safe in Isolation, Dangerous Together: Agent-Driven Multi-Turn Decomposition Jailbreaks on LLMs ACL 2025 TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data EMNLP 2025 Task-Specific Information Decomposition for End-to-End Dense Video Captioning ACL 2025 TeleAI at SemEval-2025 Task 8: Advancing Table Reasoning Framework with Large Language Models SemEval 2025 Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation ACL 2025 UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting EMNLP 2025 Learning Relational Decomposition of Queries for Question Answering from Tables ACL 2024 Decomposing Complex Queries for Tip-of-the-tongue Retrieval EMNLP 2023