conftrace_

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

Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning NIPS 2021
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering EMNLP 2021
Knowledge Base Question Answering through Recursive Hypergraphs EACL 2021
Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning IJCNLP 2021
Conversational Neuro-Symbolic Commonsense Reasoning AAAI 2021
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions AAAI 2021
Improving Query Graph Generation for Complex Question Answering over Knowledge Base EMNLP 2021
Robustifying Multi-hop QA through Pseudo-Evidentiality Training IJCNLP 2021
Neural-Symbolic Commonsense Reasoner with Relation Predictors IJCNLP 2021
A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering EMNLP 2021
SERAG: Semantic Entity Retrieval from Arabic Knowledge Graphs EACL 2021
Multi-Hop Fact Checking of Political Claims IJCAI 2021
$K^2$-GNN: Multiple Users’ Comments Integration with Probabilistic K-Hop Knowledge Graph Neural Networks ACML 2021
Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning ACL 2021
Unification-based Reconstruction of Multi-hop Explanations for Science Questions EACL 2021
Asynchronous Multi-grained Graph Network For Interpretable Multi-hop Reading Comprehension IJCAI 2021
LEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs ICML 2021
ReasonBERT: Pre-trained to Reason with Distant Supervision EMNLP 2021
Document-level Relation Extraction with Dual-tier Heterogeneous Graph COLING 2020
Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning IJCAI 2020
Hypergraph Convolutional Network for Multi-Hop Knowledge Base Question Answering (Student Abstract) AAAI 2020
Read and Reason with MuSeRC and RuCoS: Datasets for Machine Reading Comprehension for Russian COLING 2020
Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases EMNLP 2020
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP 2020
Is Graph Structure Necessary for Multi-hop Question Answering? EMNLP 2020