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question decomposition

59 papers

Papers

When TableQA Meets Noise: A Dual Denoising Framework for Complex Questions and Large-scale Tables ACL 2026 D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition EMNLP 2025 Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025 FaVe: Factored and Verified Search Rationale for Long-form Answer ACL 2025 First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning ACL 2025 Generating Complex Question Decompositions in the Face of Distribution Shifts NAACL 2025 If We May De-Presuppose: Robustly Verifying Claims through Presupposition-Free Question Decomposition EMNLP 2025 iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025 KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA EMNLP 2025 Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ACL 2025 One More Question is Enough, Expert Question Decomposition (EQD) Model for Domain Quantitative Reasoning EMNLP 2025 Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025 Question Decomposition for Retrieval-Augmented Generation ACL 2025 RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering ACL 2025 Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025 Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA ICLR 2025 Union Is Strength! Unite the Power of LLMs and MLLMs for Chart Question Answering AAAI 2025 A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval EMNLP 2024 AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition NAACL 2024 Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024 Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle NeurIPS 2024 DIEM: Decomposition-Integration Enhancing Multimodal Insights CVPR 2024 From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024 LM2: A Simple Society of Language Models Solves Complex Reasoning EMNLP 2024 NLPeople at TextGraphs-17 Shared Task: Chain of Thought Questioning to Elicit Decompositional Reasoning ACL 2024