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

CompAct: Compressing Retrieved Documents Actively for Question Answering EMNLP 2024
Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries EMNLP 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024
Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification ACL 2024
Multi-hop Evidence Pursuit Meets the Web: Team Papelo at FEVER 2024 EMNLP 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NIPS 2024
Open-ended Commonsense Reasoning with Unrestricted Answer Candidates EMNLP 2023
SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data SEMEVAL 2023
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text EMNLP 2023
Path Spuriousness-aware Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning EACL 2023
CylE: Cylinder Embeddings for Multi-hop Reasoning over Knowledge Graphs EACL 2023
UnifEE: Unified Evidence Extraction for Fact Verification EACL 2023
TwiRGCN: Temporally Weighted Graph Convolution for Question Answering over Temporal Knowledge Graphs EACL 2023
Exploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning AAAI 2023
Transformer-Based Multi-Hop Question Generation (Student Abstract) AAAI 2023
Single Sequence Prediction over Reasoning Graphs for Multi-hop QA ACL 2023
DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis EACL 2023
Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths ACL 2023
RHO: Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding ACL 2023
Reasoning Circuits: Few-shot Multi-hop Question Generation with Structured Rationales ACL 2023
MarkQA: A large scale KBQA dataset with numerical reasoning EMNLP 2023
Hop, Union, Generate: Explainable Multi-hop Reasoning without Rationale Supervision EMNLP 2023
Improving Question Generation with Multi-level Content Planning EMNLP 2023
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph EMNLP 2023