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

LM2: A Simple Society of Language Models Solves Complex Reasoning EMNLP 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

A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval EMNLP 2024

Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models AAAI 2024

TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL 2024

NLPeople at TextGraphs-17 Shared Task: Chain of Thought Questioning to Elicit Decompositional Reasoning ACL 2024

STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering AAAI 2024

Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions EMNLP 2023

When Do Decompositions Help for Machine Reading? EMNLP 2023

Exploring Question Decomposition for Zero-Shot VQA NIPS 2023

Semantic Decomposition of Question and SQL for Text-to-SQL Parsing EMNLP 2023

Enhancing Visual Question Answering via Deconstructing Questions and Explicating Answers INTERSPEECH 2023

Question Decomposition Tree for Answering Complex Questions over Knowledge Bases AAAI 2023

Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering EMNLP 2023

Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023

Co-VQA : Answering by Interactive Sub Question Sequence ACL 2022

Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts EMNLP 2022

Is a Question Decomposition Unit All We Need? EMNLP 2022

Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts EMNLP 2022

Successive Prompting for Decomposing Complex Questions EMNLP 2022

Measuring Compositional Consistency for Video Question Answering CVPR 2022

A Transition-based Method for Complex Question Understanding COLING 2022

Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering IJCAI 2022

Weakly Supervised Text-to-SQL Parsing through Question Decomposition NAACL 2022