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Deep Bidirectional Language-Knowledge Graph Pretraining
v1v2 (latest)

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
ArXiv (abs)PDFHTMLHuggingFace (1 upvotes)Github (324★)

Papers citing "Deep Bidirectional Language-Knowledge Graph Pretraining"

50 / 132 papers shown
A Knowledge-Injected Curriculum Pretraining Framework for Question
  Answering
A Knowledge-Injected Curriculum Pretraining Framework for Question AnsweringThe Web Conference (WWW), 2024
Xin Lin
Tianhuang Su
Zhenya Huang
Shangzi Xue
Haifeng Liu
Enhong Chen
166
3
0
11 Mar 2024
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot
  Question Answering
Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering
Sungho Ko
Hyunjin Cho
Hyungjoo Chae
Jinyoung Yeo
Dongha Lee
RALMHILM
172
9
0
05 Mar 2024
EEE-QA: Exploring Effective and Efficient Question-Answer
  Representations
EEE-QA: Exploring Effective and Efficient Question-Answer Representations
Zhanghao Hu
Yijun Yang
Junjie Xu
Yifu Qiu
Pinzhen Chen
240
1
0
04 Mar 2024
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts
  for Medical Open-Domain Question Answering
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering
Giacomo Frisoni
Alessio Cocchieri
Alex Presepi
Gianluca Moro
Zaiqiao Meng
RALMMedIm
403
26
0
04 Mar 2024
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey
Qizhi Pei
Lijun Wu
Ran Bi
Jinhua Zhu
Yue Wang
Guoqing Liu
Tao Qin
Lijun Wu
Rui Yan
AI4CE
385
22
0
03 Mar 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models
Vithursan Thangarasa
Mahmoud Salem
Shreyas Saxena
Kevin Leong
Joel Hestness
Sean Lie
MedIm
232
2
0
01 Mar 2024
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning
  and Professional Question Answering Capability
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability
Junda Wang
Zhichao Yang
Zonghai Yao
Hong-ye Yu
BDLAI4MHLRM
419
52
0
27 Feb 2024
DiffuCOMET: Contextual Commonsense Knowledge Diffusion
DiffuCOMET: Contextual Commonsense Knowledge Diffusion
Silin Gao
Mete Ismayilzada
Mengjie Zhao
Hiromi Wakaki
Yuki Mitsufuji
Antoine Bosselut
DiffM
233
3
0
26 Feb 2024
Can Language Models Act as Knowledge Bases at Scale?
Can Language Models Act as Knowledge Bases at Scale?
Qiyuan He
Yizhong Wang
Wenya Wang
KELMLRM
254
17
0
22 Feb 2024
BiMediX: Bilingual Medical Mixture of Experts LLM
BiMediX: Bilingual Medical Mixture of Experts LLM
Sara Pieri
Sahal Shaji Mullappilly
Fahad Shahbaz Khan
Rao Muhammad Anwer
Salman Khan
Timothy Baldwin
Hisham Cholakkal
LM&MA
130
25
0
20 Feb 2024
Question Calibration and Multi-Hop Modeling for Temporal Question
  Answering
Question Calibration and Multi-Hop Modeling for Temporal Question Answering
Chao Xue
Di Liang
Pengfei Wang
Jing Zhang
194
20
0
20 Feb 2024
Benchmarking Retrieval-Augmented Generation for Medicine
Benchmarking Retrieval-Augmented Generation for Medicine
Guangzhi Xiong
Qiao Jin
Zhiyong Lu
Aidong Zhang
RALM
411
367
0
20 Feb 2024
GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph
  Alignment via Neighborhood Partitioning and Generative Subgraph Encoding
GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph EncodingAAAI Spring Symposia (AAAI Spring Symp.), 2024
Stefan Dernbach
Khushbu Agarwal
Alejandro Zuniga
Michael Henry
Sutanay Choudhury
247
18
0
09 Feb 2024
Similarity-based Neighbor Selection for Graph LLMs
Similarity-based Neighbor Selection for Graph LLMs
Rui Li
Jiwei Li
Jiawei Han
Guoyin Wang
153
8
0
06 Feb 2024
Progress and Opportunities of Foundation Models in Bioinformatics
Progress and Opportunities of Foundation Models in Bioinformatics
Qing Li
Zhihang Hu
Yixuan Wang
Lei Li
Yimin Fan
Irwin King
Le Song
Yu Li
AI4CE
216
41
0
06 Feb 2024
SemPool: Simple, robust, and interpretable KG pooling for enhancing
  language models
SemPool: Simple, robust, and interpretable KG pooling for enhancing language models
Costas Mavromatis
Petros Karypis
George Karypis
KELMRALM
441
6
0
03 Feb 2024
Position: Graph Foundation Models are Already Here
Position: Graph Foundation Models are Already Here
Haitao Mao
Zhikai Chen
Wenzhuo Tang
Jianan Zhao
Yao Ma
Tong Zhao
Neil Shah
Mikhail Galkin
Shucheng Zhou
AI4CE
372
71
0
03 Feb 2024
Developing ChatGPT for Biology and Medicine: A Complete Review of
  Biomedical Question Answering
Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question AnsweringBiophysics Reports (BR), 2024
Qing Li
Lei Li
Yu Li
LM&MAAI4MH
446
19
0
15 Jan 2024
Graph Language Models
Graph Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Moritz Plenz
Anette Frank
KELMAI4CE
424
9
0
13 Jan 2024
KnowGPT: Knowledge Graph based Prompting for Large Language Models
KnowGPT: Knowledge Graph based Prompting for Large Language Models
Qinggang Zhang
Hao-Heng Chen
Hao Chen
Daochen Zha
Zailiang Yu
Xiao Huang
KELMRALM
402
34
0
11 Dec 2023
Large Language Models on Graphs: A Comprehensive Survey
Large Language Models on Graphs: A Comprehensive SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Sara Szymkuć
Gang Liu
Chi Han
Meng Jiang
Heng Ji
Jiawei Han
AI4CE
337
249
0
05 Dec 2023
CLOMO: Counterfactual Logical Modification with Large Language Models
CLOMO: Counterfactual Logical Modification with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yinya Huang
Ruixin Hong
Hongming Zhang
Wei Shao
Zhicheng YANG
Dong Yu
Changshui Zhang
Xiaodan Liang
Linqi Song
LRM
223
11
0
29 Nov 2023
Biomedical knowledge graph-optimized prompt generation for large
  language models
Biomedical knowledge graph-optimized prompt generation for large language models
Karthik Soman
Peter W Rose
John H Morris
Rabia E Akbas
Brett Smith
...
Angela Rizk-Jackson
Sharat Israni
Charlotte A. Nelson
Sui Huang
Sergio Baranzini
AI4MH
280
75
0
29 Nov 2023
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case
  Study in Medicine
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine
Harsha Nori
Yin Tat Lee
Sheng Zhang
Dean Carignan
Richard Edgar
...
Hoifung Poon
Tao Qin
Naoto Usuyama
Chris White
Eric Horvitz
LM&MAAI4MHMedImELM
245
438
0
28 Nov 2023
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
Zeming Chen
Alejandro Hernández Cano
Angelika Romanou
Antoine Bonnet
Kyle Matoba
...
Axel Marmet
Syrielle Montariol
Mary-Anne Hartley
Martin Jaggi
Antoine Bosselut
LM&MAAI4MHMedIm
324
304
0
27 Nov 2023
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs
Shengyin Sun
Yuxiang Ren
Chen Ma
Xuecang Zhang
819
31
0
24 Nov 2023
AutoKG: Efficient Automated Knowledge Graph Generation for Language
  Models
AutoKG: Efficient Automated Knowledge Graph Generation for Language ModelsBigData Congress [Services Society] (BSS), 2023
Bohan Chen
Andrea L. Bertozzi
257
22
0
22 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application,
  and Challenge
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge
Hongjian Zhou
Fenglin Liu
Boyang Gu
Xinyu Zou
Jinfa Huang
...
Yefeng Zheng
Lei A. Clifton
Zheng Li
Fenglin Liu
David Clifton
LM&MA
726
184
0
09 Nov 2023
Characterizing Large Language Models as Rationalizers of
  Knowledge-intensive Tasks
Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks
Aditi Mishra
Sajjadur Rahman
H. Kim
Kushan Mitra
Estevam R. Hruschka
358
11
0
09 Nov 2023
Gold: A Global and Local-aware Denoising Framework for Commonsense
  Knowledge Graph Noise Detection
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise DetectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zheye Deng
Weiqi Wang
Zhaowei Wang
Xin Liu
Yangqiu Song
162
10
0
18 Oct 2023
KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large
  Language Models
KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models
Yuyang Bai
Shangbin Feng
Vidhisha Balachandran
Zhaoxuan Tan
Shiqi Lou
Tianxing He
Yulia Tsvetkov
ELM
290
6
0
15 Oct 2023
GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language
  Models
GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models
Yuanchun Shen
Ruotong Liao
Zhen Han
Yunpu Ma
Volker Tresp
186
1
0
12 Oct 2023
Talk like a Graph: Encoding Graphs for Large Language Models
Talk like a Graph: Encoding Graphs for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023
Bahare Fatemi
Jonathan J. Halcrow
Bryan Perozzi
AI4CE
307
165
0
06 Oct 2023
Large Language Models as Analogical Reasoners
Large Language Models as Analogical ReasonersInternational Conference on Learning Representations (ICLR), 2023
Michihiro Yasunaga
Xinyun Chen
Yujia Li
Panupong Pasupat
J. Leskovec
Abigail Z. Jacobs
Ed H. Chi
Denny Zhou
ReLMLRM
294
131
0
03 Oct 2023
Graph Neural Prompting with Large Language Models
Graph Neural Prompting with Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023
Yijun Tian
Huan Song
Zichen Wang
Haozhu Wang
Ziqing Hu
Fang Wang
Nitesh Chawla
Panpan Xu
AI4CE
436
74
0
27 Sep 2023
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from
  Knowledge Graphs
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs
Chao Feng
Xinyu Zhang
Zichu Fei
KELM
222
65
0
06 Sep 2023
Large language models in medicine: the potentials and pitfalls
Large language models in medicine: the potentials and pitfallsAnnals of Internal Medicine (Ann Intern Med), 2023
J. Omiye
Haiwen Gui
Shawheen J. Rezaei
James Zou
Roxana Daneshjou
LM&MA
297
128
0
31 Aug 2023
Enhancing PLM Performance on Labour Market Tasks via Instruction-based
  Finetuning and Prompt-tuning with Rules
Enhancing PLM Performance on Labour Market Tasks via Instruction-based Finetuning and Prompt-tuning with Rules
Jarno Vrolijk
David Graus
141
3
0
31 Aug 2023
Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study
Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study
Yanjun Gao
Ruizhe Li
John R. Caskey
Dmitriy Dligach
T. Miller
M. Churpek
Majid Afshar
Dmitriy Dligach
Majid Afshar
LM&MA
334
21
0
28 Aug 2023
Knowledge Graph Prompting for Multi-Document Question Answering
Knowledge Graph Prompting for Multi-Document Question AnsweringAAAI Conference on Artificial Intelligence (AAAI), 2023
Yu Wang
Nedim Lipka
Ryan Rossi
Alexa F. Siu
Ruiyi Zhang
Hanyu Wang
RALM
514
225
0
22 Aug 2023
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large
  Language Models
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yilin Wen
Zifeng Wang
Jimeng Sun
ReLM
411
115
0
17 Aug 2023
Med-Flamingo: a Multimodal Medical Few-shot Learner
Med-Flamingo: a Multimodal Medical Few-shot Learner
Michael Moor
Qian Huang
Shirley Wu
Michihiro Yasunaga
C. Zakka
Yashodhara Dalmia
E. Reis
Pranav Rajpurkar
J. Leskovec
LM&MAMedIm
285
432
0
27 Jul 2023
Multi-modal Graph Learning over UMLS Knowledge Graphs
Multi-modal Graph Learning over UMLS Knowledge Graphs
Manuel Burger
Gunnar Rätsch
Rita Kuznetsova
196
6
0
10 Jul 2023
Fairness-Aware Graph Neural Networks: A Survey
Fairness-Aware Graph Neural Networks: A SurveyACM Transactions on Knowledge Discovery from Data (TKDD), 2023
April Chen
Ryan Rossi
Namyong Park
Puja Trivedi
Yu Wang
Tong Yu
Sungchul Kim
Franck Dernoncourt
Nesreen K. Ahmed
197
29
0
08 Jul 2023
Exploring the Potential of Large Language Models (LLMs) in Learning on
  Graphs
Exploring the Potential of Large Language Models (LLMs) in Learning on GraphsSIGKDD Explorations (SIGKDD Explor.), 2023
Zhikai Chen
Haitao Mao
Hang Li
Wei Jin
Haifang Wen
...
Shuaiqiang Wang
D. Yin
Wenqi Fan
Hui Liu
Shucheng Zhou
AI4CE
597
373
0
07 Jul 2023
Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages
Stop Pre-Training: Adapt Visual-Language Models to Unseen LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yasmine Karoui
R. Lebret
Negar Foroutan
Karl Aberer
MLLMVLM
119
4
0
29 Jun 2023
Structuring Representation Geometry with Rotationally Equivariant
  Contrastive Learning
Structuring Representation Geometry with Rotationally Equivariant Contrastive LearningInternational Conference on Learning Representations (ICLR), 2023
Sharut Gupta
Joshua Robinson
Derek Lim
Soledad Villar
Stefanie Jegelka
SSL
193
26
0
24 Jun 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential
  of Large Language Models for Food Applications
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food ApplicationsIEEE Transactions on Big Data (IEEE Trans. Big Data), 2023
Saed Rezayi
Zheng Liu
Zihao Wu
Chandra Dhakal
Bao Ge
...
Gengchen Mai
Ninghao Liu
Chen Zhen
Tianming Liu
Sheng Li
193
45
0
20 Jun 2023
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs
  for Fact-aware Language Modeling
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language ModelingIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Lin F. Yang
Hongyang Chen
Zhao Li
Xiao Ding
Xindong Wu
KELM
358
142
0
20 Jun 2023
Opportunities and Challenges for ChatGPT and Large Language Models in
  Biomedicine and Health
Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health
Shubo Tian
Qiao Jin
Lana Yeganova
Po-Ting Lai
Qingqing Zhu
...
Donald C. Comeau
R. Islamaj
Aadit Kapoor
Xin Gao
Zhiyong Lu
LM&MAMedImAI4MH
383
333
0
15 Jun 2023
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