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1709.04071
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Variational Reasoning for Question Answering with Knowledge Graph
12 September 2017
Yuyu Zhang
H. Dai
Zornitsa Kozareva
Alex Smola
Le Song
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Papers citing
"Variational Reasoning for Question Answering with Knowledge Graph"
50 / 196 papers shown
Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Simone Conia
Min Li
Daniel Lee
U. F. Minhas
Ihab F. Ilyas
Yunyao Li
214
11
0
27 Nov 2023
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA
Dhruv Agarwal
Rajarshi Das
Sopan Khosla
Rashmi Gangadharaiah
OffRL
272
12
0
14 Nov 2023
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text
Wenting Zhao
Ye Liu
Tong Niu
Yao Wan
Philip S. Yu
Shafiq Joty
Yingbo Zhou
Semih Yavuz
LRM
207
9
0
31 Oct 2023
NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA
Neural Information Processing Systems (NeurIPS), 2023
Hyeong Kyu Choi
Seunghun Lee
Jaewon Chu
Hyunwoo J. Kim
175
11
0
24 Oct 2023
KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jiho Kim
Yeonsu Kwon
Yohan Jo
Edward Choi
173
50
0
17 Oct 2023
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
International Conference on Learning Representations (ICLR), 2023
Linhao Luo
Yuan-Fang Li
Gholamreza Haffari
Shirui Pan
RALM
LRM
502
390
0
02 Oct 2023
Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering
Yike Wu
Nan Hu
Sheng Bi
Guilin Qi
Jie Ren
Anhuan Xie
Wei Song
RALM
306
87
0
20 Sep 2023
KITLM: Domain-Specific Knowledge InTegration into Language Models for Question Answering
ICON (ICON), 2023
Ankush Agarwal
Sakharam Gawade
A. Azad
P. Bhattacharyya
KELM
114
8
0
07 Aug 2023
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking
Jiayan Guo
Lun Du
Hengyu Liu
Mengyu Zhou
Xinyi He
Shi Han
AI4MH
311
222
0
24 May 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
144
16
0
24 May 2023
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
World wide web (Bussum) (WWWB), 2023
Yuqi Zhu
Xiaohan Wang
Jing Chen
Shuofei Qiao
Yixin Ou
Yunzhi Yao
Shumin Deng
Huajun Chen
Ningyu Zhang
LLMAG
287
214
0
22 May 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured Data
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jinhao Jiang
Kun Zhou
Zican Dong
Keming Ye
Wayne Xin Zhao
Ji-Rong Wen
LRM
LMTD
RALM
402
438
0
16 May 2023
From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Wangzhen Guo
Linyin Luo
Hanjiang Lai
Jian Yin
LRM
ReLM
207
4
0
05 May 2023
Pay More Attention to Relation Exploration for Knowledge Base Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yong Cao
Yuetian Luo
Xudong Li
Wen Dai
Shuai Chen
Anru R. Zhang
Min Chen
Daniel Hershcovich
276
13
0
03 May 2023
Few-shot In-context Learning for Knowledge Base Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Tianle Li
Xueguang Ma
Alex Zhuang
Yu Gu
Yu-Chuan Su
Wenhu Chen
408
121
0
02 May 2023
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Linhao Luo
Yuan-Fang Li
Gholamreza Haffari
Shirui Pan
BDL
189
40
0
17 Apr 2023
Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning
Zifeng Ding
Jingpei Wu
Zong-Xun Li
Yunpu Ma
Volker Tresp
237
11
0
02 Apr 2023
Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models
Navid Madani
Rohini Srihari
K. Joseph
95
1
0
03 Mar 2023
Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey from Precision to Interpretability
ACM Computing Surveys (ACM Comput. Surv.), 2023
Zhiqiang Zhong
A. Barkova
Davide Mottin
202
13
0
16 Feb 2023
Logical Message Passing Networks with One-hop Inference on Atomic Formulas
International Conference on Learning Representations (ICLR), 2023
Zihao Wang
Yangqiu Song
Ginny Wong
Simon See
256
46
0
21 Jan 2023
There is No Big Brother or Small Brother: Knowledge Infusion in Language Models for Link Prediction and Question Answering
ICON (ICON), 2023
Ankush Agarwal
Sakharam Gawade
Sachin Channabasavarajendra
P. Bhattacharyya
118
8
0
10 Jan 2023
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
RALM
417
140
0
02 Dec 2022
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Kaixin Ma
Hao Cheng
Xiaodong Liu
Eric Nyberg
Jianfeng Gao
LRM
346
21
0
22 Oct 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs
Neural Information Processing Systems (NeurIPS), 2022
Xuran Pan
Tianzhu Ye
Dongchen Han
Qing Xiao
Gao Huang
VLM
CLIP
191
62
0
17 Oct 2022
GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction
Zixiao Wang
Yuluo Guo
Jin Zhao
Yu Zhang
Hui Yu
Xiaofei Liao
Biao Wang
Ting Yu
DiffM
GNN
340
8
0
04 Oct 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey
Phillip Schneider
Tim Schopf
Juraj Vladika
Mikhail Galkin
Elena Simperl
Florian Matthes
280
76
0
30 Sep 2022
UIT-ViCoV19QA: A Dataset for COVID-19 Community-based Question Answering on Vietnamese Language
Pacific Asia Conference on Language, Information and Computation (PACLIC), 2022
T. M. Thai
Ngan Ha-Thao Chu
A. T. Vo
Son T. Luu
185
5
0
14 Sep 2022
Evaluation of Question Answering Systems: Complexity of judging a natural language
ACM Computing Surveys (ACM CSUR), 2022
Amer Farea
Zhen Yang
Kien Duong
Nadeesha Perera
F. Emmert-Streib
ELM
245
10
0
10 Sep 2022
Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering
Natural Language Processing and Chinese Computing (NLPCC), 2022
Haowei Du
Quzhe Huang
Chen Zhang
Dongyan Zhao
148
4
0
07 Sep 2022
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering Over Knowledge Graphs
International Conference on Computational Linguistics (COLING), 2022
Zile Qiao
Wei Ye
Tong Zhang
Tong Mo
Weiping Li
Shikun Zhang
159
9
0
02 Sep 2022
ForecastTKGQuestions: A Benchmark for Temporal Question Answering and Forecasting over Temporal Knowledge Graphs
International Workshop on the Semantic Web (SW), 2022
Zifeng Ding
Zong-Xun Li
Ruoxia Qi
Jingpei Wu
Bailan He
...
Zhao Meng
Shuo Chen
Ruotong Liao
Zhen Han
Volker Tresp
174
11
0
12 Aug 2022
Knowledge Authoring with Factual English
Yuheng Wang
Giorgian Borca-Tasciuc
Nikhil Goel
Paul Fodor
M. Kifer
KELM
147
1
0
05 Aug 2022
A Novel DeBERTa-based Model for Financial Question Answering Task
Y. Wang
Yuming Li
Hui Qin
Yuhang Guan
Sheng Chen
74
5
0
12 Jul 2022
Challenges and Opportunities in Deep Reinforcement Learning with Graph Neural Networks: A Comprehensive review of Algorithms and Applications
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Sai Munikoti
D. Agarwal
L. Das
M. Halappanavar
Balasubramaniam Natarajan
GNN
OffRL
AI4CE
311
105
0
16 Jun 2022
ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion
International Conference on Learning Representations (ICLR), 2022
Aleksandar Pavlović
Emanuel Sallinger
197
26
0
08 Jun 2022
QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs
Extended Semantic Web Conference (ESWC), 2022
Ruijie Wang
Luca Rossetto
Michael Cochez
Abraham Bernstein
GNN
LRM
178
4
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03 Jun 2022
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
L. Nie
S. Cao
Jiaxin Shi
Jiu Sun
Qingwen Tian
Lei Hou
Juanzi Li
Jidong Zhai
GNN
184
25
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24 May 2022
Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Zifeng Ding
Bailan He
Yunpu Ma
Zhen Han
Volker Tresp
171
13
0
21 May 2022
SKILL: Structured Knowledge Infusion for Large Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Fedor Moiseev
Zhe Dong
Enrique Alfonseca
Martin Jaggi
KELM
189
71
0
17 May 2022
Weakly Supervised Text Classification using Supervision Signals from a Language Model
Huiping Zhuang
Wei-Guo Ni
Tianqing Fang
Xiang Li
Xinran Zhao
Yangqiu Song
161
15
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13 May 2022
Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research?
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Longquan Jiang
Ricardo Usbeck
218
23
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13 May 2022
SubGraph Networks based Entity Alignment for Cross-lingual Knowledge Graph
Shanqing Yu
Shihan Zhang
Jianlin Zhang
Jiajun Zhou
Qi Xuan
Bing Li
Xiaojuan Hu
68
4
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07 May 2022
CBR-iKB: A Case-Based Reasoning Approach for Question Answering over Incomplete Knowledge Bases
Dung Ngoc Thai
Srinivas Ravishankar
Ibrahim Abdelaziz
Mudit Chaudhary
Nandana Mihindukulasooriya
Tahira Naseem
Rajarshi Das
Pavan Kapanipathi
Achille Fokoue
Andrew McCallum
178
9
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18 Apr 2022
Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph
International Conference on Computational Linguistics (COLING), 2022
Mingchen Li
Jonathan Shihao Ji
225
18
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15 Apr 2022
Sequence-to-Sequence Knowledge Graph Completion and Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Apoorv Saxena
Adrian Kochsiek
Rainer Gemulla
AIMat
288
162
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19 Mar 2022
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Jing Zhang
Yanling Wang
Jifan Yu
Jian Tang
Jie Tang
Cuiping Li
Hong Chen
252
192
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27 Feb 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs
International Conference on Machine Learning (ICML), 2022
Rajarshi Das
Ameya Godbole
Ankita Rajaram Naik
Elliot Tower
Robin Jia
Manzil Zaheer
Hannaneh Hajishirzi
Andrew McCallum
164
61
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22 Feb 2022
Relational Memory Augmented Language Models
Transactions of the Association for Computational Linguistics (TACL), 2022
Qi Liu
Dani Yogatama
Phil Blunsom
KELM
RALM
259
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24 Jan 2022
Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis
International Conference on Language Resources and Evaluation (LREC), 2022
A. Perevalov
Xiongliang Yan
Liubov Kovriguina
Longquan Jiang
A. Both
Ricardo Usbeck
ELM
201
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20 Jan 2022
Comparison of biomedical relationship extraction methods and models for knowledge graph creation
Journal of Web Semantics (Web Semantics), 2022
Nikola Milosevic
W. Thielemann
267
35
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05 Jan 2022
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