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

Enhancing Structured Evidence Extraction for Fact Verification EMNLP 2023
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning EMNLP 2023
Cheater’s Bowl: Human vs. Computer Search Strategies for Open-Domain QA EMNLP 2022
Learning to Walk with Dual Agents for Knowledge Graph Reasoning AAAI 2022
Explainable Question Answering based on Semantic Graph by Global Differentiable Learning and Dynamic Adaptive Reasoning EMNLP 2022
Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering ACL 2022
LinkBERT: Pretraining Language Models with Document Links ACL 2022
Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering COLING 2022
Constraint-based Multi-hop Question Answering with Knowledge Graph NAACL 2022
Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs ACL 2022
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering COLING 2022
Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact Verification EMNLP 2022
Hybrid Autoregressive Inference for Scalable Multi-Hop Explanation Regeneration AAAI 2022
TextGraphs 2022 Shared Task on Natural Language Premise Selection COLING 2022
Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop? COLING 2022
Case-Based Abductive Natural Language Inference COLING 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction ACL 2022
Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension ACL 2022
KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base ACL 2022
CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation ACL 2022
Knowledge Transfer between Structured and Unstructured Sources for Complex Question Answering NAACL 2022
Explicit Graph Reasoning Fusing Knowledge and Contextual Information for Multi-hop Question Answering NAACL 2022
StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts AAAI 2022
An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation ACL 2022
KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media NAACL 2022