question decomposition

58 papers

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Also known as

EQD HQD QDMR

Co-occurring keywords

large language model (12755) question answering (2904) semantic parsing (955) multi-hop question answering (109) retrieval-augmented generation (1459) complex question (15) multi-step reasoning (141) visual question answering (1000) knowledge graph (1795) multi-hop reasoning (400)

Papers

FaVe: Factored and Verified Search Rationale for Long-form Answer ACL 2025

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025

Question Decomposition for Retrieval-Augmented Generation ACL 2025

KaeDe: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved KBQA EMNLP 2025

First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning ACL 2025

Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering ACL 2025

iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ACL 2025

If We May De-Presuppose: Robustly Verifying Claims through Presupposition-Free Question Decomposition EMNLP 2025

RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering ACL 2025

D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition EMNLP 2025

One More Question is Enough, Expert Question Decomposition (EQD) Model for Domain Quantitative Reasoning EMNLP 2025

Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025

Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding ACL 2025

Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025

Generating Complex Question Decompositions in the Face of Distribution Shifts NAACL 2025

Union Is Strength! Unite the Power of LLMs and MLLMs for Chart Question Answering AAAI 2025

QDMR-based Planning-and-Solving Prompting for Complex Reasoning Tasks COLING 2024

Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle NIPS 2024

Trace-of-Thought Prompting: Investigating Prompt-Based Knowledge Distillation Through Question Decomposition ACL 2024

From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024

AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition NAACL 2024

Visual Question Decomposition on Multimodal Large Language Models EMNLP 2024

QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs EMNLP 2024

PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024

Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024