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question decomposition

59 papers

Papers

PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024 QDMR-based Planning-and-Solving Prompting for Complex Reasoning Tasks COLING 2024 QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs EMNLP 2024 STAIR: Spatial-Temporal Reasoning with Auditable Intermediate Results for Video Question Answering AAAI 2024 TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ACL 2024 Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering ACL 2024 Trace-of-Thought Prompting: Investigating Prompt-Based Knowledge Distillation Through Question Decomposition ACL 2024 Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models AAAI 2024 Visual Question Decomposition on Multimodal Large Language Models EMNLP 2024 Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering EMNLP 2023 Enhancing Visual Question Answering via Deconstructing Questions and Explicating Answers Interspeech 2023 Exploring Question Decomposition for Zero-Shot VQA NeurIPS 2023 Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions EMNLP 2023 Question Decomposition Tree for Answering Complex Questions over Knowledge Bases AAAI 2023 Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ACL 2023 Semantic Decomposition of Question and SQL for Text-to-SQL Parsing EMNLP 2023 When Do Decompositions Help for Machine Reading? EMNLP 2023 A Transition-based Method for Complex Question Understanding COLING 2022 Co-VQA : Answering by Interactive Sub Question Sequence ACL 2022 Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering IJCAI 2022 Is a Question Decomposition Unit All We Need? EMNLP 2022 Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts EMNLP 2022 Measuring Compositional Consistency for Video Question Answering CVPR 2022 Successive Prompting for Decomposing Complex Questions EMNLP 2022 Teaching Broad Reasoning Skills for Multi-Step QA by Generating Hard Contexts EMNLP 2022