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2210.09338
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Deep Bidirectional Language-Knowledge Graph Pretraining
Neural Information Processing Systems (NeurIPS), 2022
17 October 2022
Michihiro Yasunaga
Antoine Bosselut
Hongyu Ren
Xikun Zhang
Christopher D. Manning
Abigail Z. Jacobs
J. Leskovec
Re-assign community
ArXiv (abs)
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HuggingFace (1 upvotes)
Github (324★)
Papers citing
"Deep Bidirectional Language-Knowledge Graph Pretraining"
32 / 132 papers shown
Unifying Large Language Models and Knowledge Graphs: A Roadmap
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Shirui Pan
Linhao Luo
Yufei Wang
Chen Chen
Jiapu Wang
Xindong Wu
KELM
507
1,153
0
14 Jun 2023
Text-To-KG Alignment: Comparing Current Methods on Classification Tasks
Sondre Wold
Lilja Ovrelid
Erik Velldal
203
4
0
05 Jun 2023
Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications
Knowledge Discovery and Data Mining (KDD), 2023
Han Xie
Da Zheng
Jun Ma
Houyu Zhang
V. Ioannidis
...
Sheng Wang
Carl Yang
Yi Xu
Belinda Zeng
Trishul Chilimbi
AI4CE
223
45
0
05 Jun 2023
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning
International Conference on Learning Representations (ICLR), 2023
Xiaoxin He
Xavier Bresson
T. Laurent
Adam Perold
Yann LeCun
Bryan Hooi
462
128
0
31 May 2023
Graph Reasoning for Question Answering with Triplet Retrieval
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Shiyang Li
Yifan Gao
Hao Jiang
Qingyu Yin
Zheng Li
Xifeng Yan
Chao Zhang
Bing Yin
RALM
ReLM
286
53
0
30 May 2023
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yuhui Zhang
Michihiro Yasunaga
Zhengping Zhou
Jeff Z. HaoChen
James Zou
Abigail Z. Jacobs
Serena Yeung
265
11
0
27 May 2023
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jie He
U. SimonChiLok
Víctor Gutiérrez-Basulto
Jeff Z. Pan
594
12
0
25 May 2023
Knowledge Graphs Querying
SIGMOD record (SIGMOD Record), 2023
Arijit Khan
173
21
0
23 May 2023
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
International Conference on Learning Representations (ICLR), 2023
Xinlu Zhang
Shiyang Li
Xianjun Yang
Chenxin Tian
Yao Qin
Linda R. Petzold
250
13
0
22 May 2023
AutoTrial: Prompting Language Models for Clinical Trial Design
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zifeng Wang
Cao Xiao
Jimeng Sun
LM&MA
LRM
137
24
0
19 May 2023
ProgSG: Cross-Modality Representation Learning for Programs in Electronic Design Automation
Yunsheng Bai
Atefeh Sohrabizadeh
Zongyue Qin
Ziniu Hu
Luke Huan
Jason Cong
392
1
0
18 May 2023
Knowledge Rumination for Pre-trained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yunzhi Yao
Peng Wang
Shengyu Mao
Chuanqi Tan
Fei Huang
Huajun Chen
Ningyu Zhang
KELM
263
5
0
15 May 2023
Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Moritz Plenz
Juri Opitz
Philipp Heinisch
Philipp Cimiano
Anette Frank
207
13
0
15 May 2023
FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shangbin Feng
Vidhisha Balachandran
Yuyang Bai
Yulia Tsvetkov
KELM
HILM
308
62
0
14 May 2023
Retrieval-based Knowledge Augmented Vision Language Pre-training
ACM Multimedia (ACM MM), 2023
Jiahua Rao
Zifei Shan
Long Liu
Yao Zhou
Yuedong Yang
VLM
299
22
0
27 Apr 2023
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs
Costas Mavromatis
V. Ioannidis
Shen Wang
Da Zheng
Soji Adeshina
Jun Ma
Han Zhao
Christos Faloutsos
George Karypis
259
39
0
20 Apr 2023
On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence
Gengchen Mai
Weiming Huang
Jin Sun
Suhang Song
Deepak Mishra
...
Yingjie Hu
Chris Cundy
Ziyuan Li
Rui Zhu
Ni Lao
AI4CE
318
154
0
13 Apr 2023
Self-Supervised Multimodal Learning: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yongshuo Zong
Oisin Mac Aodha
Timothy M. Hospedales
SSL
319
89
0
31 Mar 2023
Pre-training Transformers for Knowledge Graph Completion
Sanxing Chen
Hao Cheng
Xiaodong Liu
Jian Jiao
Yangfeng Ji
Jianfeng Gao
179
2
0
28 Mar 2023
An Overview on Language Models: Recent Developments and Outlook
APSIPA Transactions on Signal and Information Processing (TASIP), 2023
Chengwei Wei
Yun Cheng Wang
Bin Wang
C.-C. Jay Kuo
272
53
0
10 Mar 2023
Almanac: Retrieval-Augmented Language Models for Clinical Medicine
Research Square (RS), 2023
C. Zakka
Akash Chaurasia
R. Shad
Alex R. Dalal
Jennifer L. Kim
...
Kathleen Boyd
Karen Hirsch
C. Langlotz
Joanna Nelson
W. Hiesinger
LM&MA
406
218
0
01 Mar 2023
IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research
Knowledge Discovery and Data Mining (KDD), 2023
Arpandeep Khatua
Vikram Sharma Mailthody
Bhagyashree Taleka
Tengfei Ma
Xiang Song
Wen-mei W. Hwu
AI4CE
249
50
0
27 Feb 2023
Large Language Models Encode Clinical Knowledge
Nature (Nature), 2022
K. Singhal
Shekoofeh Azizi
T. Tu
S. S. Mahdavi
Jason W. Wei
...
A. Rajkomar
Joelle Barral
Christopher Semturs
Alan Karthikesalingam
Vivek Natarajan
LM&MA
ELM
AI4MH
602
3,407
0
26 Dec 2022
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey
Shaopeng Wei
Yu Zhao
Xingyan Chen
Qing Li
Fuzhen Zhuang
Ji Liu
Fuji Ren
Gang Kou
AI4CE
421
6
0
17 Dec 2022
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
K. Liang
Lingyuan Meng
Meng Liu
Yue Liu
Wenxuan Tu
Siwei Wang
Sihang Zhou
Xinwang Liu
Fu Sun
LRM
470
226
0
12 Dec 2022
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Ruiqing Ding
Xiao Han
Leye Wang
304
3
0
10 Dec 2022
A Probabilistic-Logic based Commonsense Representation Framework for Modelling Inferences with Multiple Antecedents and Varying Likelihoods
Shantanu Jaiswal
Liu Yan
Dongkyu Choi
Kenneth Kwok
293
0
0
30 Nov 2022
Retrieval-Augmented Multimodal Language Modeling
International Conference on Machine Learning (ICML), 2023
Michihiro Yasunaga
Armen Aghajanyan
Weijia Shi
Rich James
J. Leskovec
Abigail Z. Jacobs
M. Lewis
Luke Zettlemoyer
Anuj Kumar
RALM
249
132
0
22 Nov 2022
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing
Journal of Biomedical Informatics (JBI), 2022
Yanjun Gao
Dmitriy Dligach
Timothy A. Miller
John R. Caskey
Brihat Sharma
M. Churpek
Majid Afshar
ELM
LRM
285
28
0
29 Sep 2022
VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering
IEEE International Conference on Computer Vision (ICCV), 2022
Yanan Wang
Michihiro Yasunaga
Hongyu Ren
Shinya Wada
J. Leskovec
222
38
0
23 May 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Tianbao Xie
Chen Henry Wu
Peng Shi
Ruiqi Zhong
Torsten Scholak
...
Lingpeng Kong
Rui Zhang
Noah A. Smith
Luke Zettlemoyer
Tao Yu
LMTD
335
337
0
16 Jan 2022
A Survey of Knowledge Enhanced Pre-trained Models
Jian Yang
Xinyu Hu
Gang Xiao
Yulong Shen
KELM
440
8
0
01 Oct 2021
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