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2104.07302
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TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
15 April 2021
Jiaxin Shi
S. Cao
Lei Hou
Juan-Zi Li
Hanwang Zhang
GNN
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Papers citing
"TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph"
49 / 49 papers shown
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Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching
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341
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Ye Liu
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Yanghai Zhang
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260
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Ning Qu
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EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering
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Xiao Long
Liansheng Zhuang
Aodi Li
Minghong Yao
Shafei Wang
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212
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22 Feb 2025
LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration
Proceedings of the VLDB Endowment (PVLDB), 2024
Yukun Cao
Zengyi Gao
Hui Yuan
Xike Xie
S.Kevin Zhou
Jianliang Xu
257
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GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
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Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments
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Ziyuan Zhuang
Yong Xu
Fangkai Yang
Chaoyun Zhang
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Ling Chen
Qingwei Lin
Dongmei Zhang
Saravan Rajmohan
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KELM
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246
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13 Mar 2024
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases
Jiajie Zhang
S. Cao
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KELM
134
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185
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How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Jinxi Liu
S. Cao
Jiaxin Shi
Tingjian Zhang
Lunyiu Nie
Linmei Hu
Lei Hou
Juanzi Li
ELM
222
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11 Jan 2024
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jinhao Jiang
Kun Zhou
Wayne Xin Zhao
Yaliang Li
Ji-Rong Wen
LRM
183
48
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30 Dec 2023
KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph
Tiezheng Guo
Qingwen Yang
Chen Wang
Yanyi Liu
Pan Li
Jiawei Tang
Dapeng Li
Yingyou Wen
RALM
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478
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26 Dec 2023
Relation-Aware Question Answering for Heterogeneous Knowledge Graphs
Haowei Du
Quzhe Huang
Chen Li
Chen Zhang
Yang Li
Dongyan Zhao
170
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GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs
Ruijie Wang
Luca Rossetto
Michael Cochez
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381
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Co-guiding for Multi-intent Spoken Language Understanding
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226
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Hyeong Kyu Choi
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180
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ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Haoran Luo
E. Haihong
Zichen Tang
Shiyao Peng
Yikai Guo
...
Guanting Dong
Meina Song
Wei Lin
Zhonghong Ou
Luu Anh Tuan
RALM
307
83
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Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
International Conference on Learning Representations (ICLR), 2023
Linhao Luo
Yuan-Fang Li
Gholamreza Haffari
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518
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KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases
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Qian Yang
Yongting Qiu
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Qi He
Zhouhong Gu
Yanghua Xiao
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KELM
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184
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17 Aug 2023
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zijun Yao
Yuan-Kuo Chen
Xin Lv
S. Cao
Amy Xin
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Hailong Jin
Jianjun Xu
Peng Zhang
Lei Hou
Juanzi Li
149
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06 Jul 2023
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zijun Yao
Yantao Liu
Xin Lv
S. Cao
Jifan Yu
Lei Hou
Juanzi Li
212
11
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06 Jul 2023
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jiajie Zhang
S. Cao
Tingjia Zhang
Xin Lv
Jiaxin Shi
Qingwen Tian
Juanzi Li
Lei Hou
148
16
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Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models
Navid Madani
Rohini Srihari
K. Joseph
97
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03 Mar 2023
Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension
Findings (Findings), 2023
Chen Zhang
Yuxuan Lai
Yansong Feng
Xingyu Shen
Haowei Du
Dongyan Zhao
197
4
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Semantic Operator Prediction and Applications
Farshad Noravesh
VLM
285
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UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph
International Conference on Learning Representations (ICLR), 2022
Jinhao Jiang
Kun Zhou
Wayne Xin Zhao
Ji-Rong Wen
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418
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TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yiheng Shu
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Börje F. Karlsson
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Chin-Yew Lin
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Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs
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Dung Ngoc Thai
Srinivas Ravishankar
Ibrahim Abdelaziz
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159
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Program Transfer for Answering Complex Questions over Knowledge Bases
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
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Xin Lv
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Lei Hou
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RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering
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Complex Knowledge Base Question Answering: A Survey
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KQA Pro: A Dataset with Explicit Compositional Programs for Complex Question Answering over Knowledge Base
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
S. Cao
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