conftrace_

multi-hop reasoning

423 papers

Explore in graph

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

FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models ACL 2024
Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models EMNLP 2024
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA EMNLP 2024
Prompting Few-shot Multi-hop Question Generation via Comprehending Type-aware Semantics NAACL 2024
M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval COLING 2024
Non-Essential Is NEcessary: Order-agnostic Multi-hop Question Generation COLING 2024
Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database COLING 2024
DRAMA: Dynamic Multi-Granularity Graph Estimate Retrieval over Tabular and Textual Question Answering COLING 2024
Multi-hop Evidence Pursuit Meets the Web: Team Papelo at FEVER 2024 EMNLP 2024
HyperMR: Hyperbolic Hypergraph Multi-hop Reasoning for Knowledge-based Visual Question Answering COLING 2024
Explainable Multi-hop Question Generation: An End-to-End Approach without Intermediate Question Labeling COLING 2024
VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning CVPR 2024
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering EMNLP 2024
WINOVIZ: Probing Visual Properties of Objects Under Different States NAACL 2024
PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs NAACL 2024
TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation EMNLP 2024
Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment AAAI 2024
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text NAACL 2024
Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models AAAI 2024
Tree-of-Question: Structured Retrieval Framework for Korean Question Answering Systems NAACL 2024
Making Long-Context Language Models Better Multi-Hop Reasoners ACL 2024
Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering EMNLP 2024
Information Re-Organization Improves Reasoning in Large Language Models NIPS 2024
CNEQ: Incorporating numbers into Knowledge Graph Reasoning EMNLP 2024
Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries EMNLP 2024