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multi-hop reasoning

423 papers

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Also known as

MHR

Co-occurring keywords

question answering (2963) knowledge graph (1837) large language model (13587) retrieval-augmented generation (1592) graph neural network (3962) information retrieval (1514) knowledge base (804) multi-hop question answering (118) language model (4599) reinforcement learning (4352)

Papers

GraphMemDialog: Optimizing End-to-End Task-Oriented Dialog Systems Using Graph Memory Networks AAAI 2022
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning NIPS 2021
FaBULOUS: Fact-checking Based on Understanding of Language Over Unstructured and Structured information EMNLP 2021
NAMER: A Node-Based Multitasking Framework for Multi-Hop Knowledge Base Question Answering NAACL 2021
Unsupervised Multi-hop Question Answering by Question Generation NAACL 2021
If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering NAACL 2021
Differentiable Open-Ended Commonsense Reasoning NAACL 2021
GaussianPath:A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph Reasoning AAAI 2021
SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning NAACL 2021
DeepBlueAI at TextGraphs 2021 Shared Task: Treating Multi-Hop Inference Explanation Regeneration as A Ranking Problem NAACL 2021
Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability EMNLP 2021
GMH: A General Multi-hop Reasoning Model for KG Completion EMNLP 2021
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings EMNLP 2021
Team Papelo at FEVEROUS: Multi-hop Evidence Pursuit EMNLP 2021
ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs NIPS 2021
Explainable Multi-hop Verbal Reasoning Through Internal Monologue NAACL 2021
ParsFEVER: a Dataset for Farsi Fact Extraction and Verification ACL 2021
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval NIPS 2021
Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP 2021
A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation EMNLP 2021
Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules EMNLP 2021
Answering Open-Domain Questions of Varying Reasoning Steps from Text EMNLP 2021
TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph EMNLP 2021
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation EMNLP 2021
CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs EMNLP 2021