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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