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LinkBERT: Pretraining Language Models with Document Links

LinkBERT: Pretraining Language Models with Document Links

Annual Meeting of the Association for Computational Linguistics (ACL), 2022
29 March 2022
Michihiro Yasunaga
J. Leskovec
Abigail Z. Jacobs
    KELM
ArXiv (abs)PDFHTMLGithub (437★)

Papers citing "LinkBERT: Pretraining Language Models with Document Links"

50 / 178 papers shown
Text-space Graph Foundation Models: Comprehensive Benchmarks and New
  Insights
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights
Zhikai Chen
Haitao Mao
Jingzhe Liu
Yu Song
Bingheng Li
...
Bahare Fatemi
Anton Tsitsulin
Bryan Perozzi
Hui Liu
Shucheng Zhou
324
34
0
15 Jun 2024
LT4SG@SMM4H24: Tweets Classification for Digital Epidemiology of
  Childhood Health Outcomes Using Pre-Trained Language Models
LT4SG@SMM4H24: Tweets Classification for Digital Epidemiology of Childhood Health Outcomes Using Pre-Trained Language Models
Dasun Athukoralage
Thushari Atapattu
M. Thilakaratne
Katrina Falkner
LM&MA
90
0
0
11 Jun 2024
Pointer-Guided Pre-Training: Infusing Large Language Models with
  Paragraph-Level Contextual Awareness
Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awareness
L. Hillebrand
Prabhupad Pradhan
Christian Bauckhage
R. Sifa
160
2
0
06 Jun 2024
FinGen: A Dataset for Argument Generation in Finance
FinGen: A Dataset for Argument Generation in Finance
Chung-Chi Chen
Hiroya Takamura
Ichiro Kobayashi
Yusuke Miyao
217
0
0
31 May 2024
Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction
Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction
William Hogan
Jingbo Shang
248
0
0
31 May 2024
Towards Ontology-Enhanced Representation Learning for Large Language
  Models
Towards Ontology-Enhanced Representation Learning for Large Language Models
Francesco Ronzano
Jay Nanavati
259
10
0
30 May 2024
Edinburgh Clinical NLP at MEDIQA-CORR 2024: Guiding Large Language
  Models with Hints
Edinburgh Clinical NLP at MEDIQA-CORR 2024: Guiding Large Language Models with Hints
Aryo Pradipta Gema
Chaeeun Lee
Pasquale Minervini
Luke Daines
T. I. Simpson
Beatrice Alex
241
2
0
28 May 2024
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with
  LLM-Enhanced Cardiological Text
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text
Han Yu
Peikun Guo
Akane Sano
213
35
0
26 May 2024
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented
  Generation and Readability Control for Layman Summarization of Biomedical
  Texts
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts
Yuelyu Ji
Zhuochun Li
Rui Meng
Sonish Sivarajkumar
Yanshan Wang
Zeshui Yu
Hui Ji
Yushui Han
Hanyu Zeng
Daqing He
245
33
0
21 May 2024
Towards Knowledge-Infused Automated Disease Diagnosis Assistant
Towards Knowledge-Infused Automated Disease Diagnosis AssistantScientific Reports (Sci Rep), 2024
Mohit Tomar
Abhisek Tiwari
Sriparna Saha
MedIm
210
4
0
18 May 2024
DMON: A Simple yet Effective Approach for Argument Structure Learning
DMON: A Simple yet Effective Approach for Argument Structure Learning
Wei Sun
Mingxiao Li
Jingyuan Sun
Jesse Davis
Marie-Francine Moens
233
1
0
02 May 2024
VANER: Leveraging Large Language Model for Versatile and Adaptive
  Biomedical Named Entity Recognition
VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition
Junyi Bian
W. Zhai
Xiaodi Huang
Jiaxuan Zheng
Shanfeng Zhu
285
9
0
27 Apr 2024
PRISM: Patient Records Interpretation for Semantic Clinical Trial
  Matching using Large Language Models
PRISM: Patient Records Interpretation for Semantic Clinical Trial Matching using Large Language Models
Shashi Kant Gupta
Aditya Basu
Mauro Nievas
Jerrin Thomas
Nathan Wolfrath
...
Regina Schwind
Therica M. Miller
Sorena Nadaf-Rahrov
Yanshan Wang
Hrituraj Singh
LM&MA
250
10
0
23 Apr 2024
Retrieval-Augmented Embodied Agents
Retrieval-Augmented Embodied Agents
Yichen Zhu
Zhicai Ou
Xiaofeng Mou
Jian Tang
299
28
0
17 Apr 2024
Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions
Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions
Taojun Hu
Xiao-Hua Zhou
ELM
268
44
0
14 Apr 2024
Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The
  Medical Domain
Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain
Iker García-Ferrero
Rodrigo Agerri
Aitziber Atutxa Salazar
Elena Cabrio
Iker de la Iglesia
...
Johana Ramirez-Romero
German Rigau
J. M. Villa-Gonzalez
S. Villata
Andrea Zaninello
241
39
0
11 Apr 2024
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe
  Biomedical Natural Language Inference for Clinical Trials
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials
Shreyasi Mandal
Ashutosh Modi
LRMELM
161
3
0
06 Apr 2024
Developing Healthcare Language Model Embedding Spaces
Developing Healthcare Language Model Embedding Spaces
Niall Taylor
Dan Schofield
Andrey Kormilitzin
Dan W Joyce
A. Nevado-Holgado
211
3
0
28 Mar 2024
BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text
BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text
Elliot Bolton
Abhinav Venigalla
Michihiro Yasunaga
David Leo Wright Hall
Betty Xiong
...
R. Daneshjou
Jonathan Frankle
Abigail Z. Jacobs
Michael Carbin
Christopher D. Manning
LM&MAMedIm
304
113
0
27 Mar 2024
AI for Biomedicine in the Era of Large Language Models
AI for Biomedicine in the Era of Large Language Models
Zhenyu Bi
Sajib Acharjee Dip
Daniel Hajialigol
Sindhura Kommu
Hanwen Liu
Meng Lu
Xuan Wang
LM&MAAI4CE
198
10
0
23 Mar 2024
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing
  Patient Data with Knowledge Graphs
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs
Ruoqi Liu
Lingfei Wu
Ping Zhang
165
3
0
06 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
398
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
237
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
433
53
0
27 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
136
25
0
20 Feb 2024
Effective and Efficient Conversation Retrieval for Dialogue State
  Tracking with Implicit Text Summaries
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries
Seanie Lee
Jianpeng Cheng
Joris Driesen
Alexandru Coca
Anders Johannsen
RALM
367
7
0
20 Feb 2024
HunFlair2 in a cross-corpus evaluation of biomedical named entity
  recognition and normalization tools
HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools
Mario Sanger
Samuele Garda
Xing David Wang
Leon Weber-Genzel
Pia Droop
Benedikt Fuchs
Alan Akbik
Ulf Leser
296
15
0
19 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
450
6
0
03 Feb 2024
MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks
  via Text Prompts
MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text PromptsAAAI Conference on Artificial Intelligence (AAAI), 2024
Haoqiang Guo
Sendong Zhao
Hao Wang
Yanrui Du
Bing Qin
AI4CE
250
15
0
21 Jan 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
480
19
0
15 Jan 2024
EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with
  Epilepsy Medical Knowledge
EpilepsyLLM: Domain-Specific Large Language Model Fine-tuned with Epilepsy Medical Knowledge
Xuyang Zhao
Qibin Zhao
Toshihisa Tanaka
AI4MH
107
3
0
11 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey
Data-Centric Foundation Models in Computational Healthcare: A Survey
Yunkun Zhang
Jin Gao
Zheling Tan
Lingfeng Zhou
Kexin Ding
Mu Zhou
Shaoting Zhang
Yi Xu
AI4CE
318
36
0
04 Jan 2024
Diversifying Knowledge Enhancement of Biomedical Language Models using
  Adapter Modules and Knowledge Graphs
Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs
Juraj Vladika
Alexander Fichtl
Florian Matthes
KELM
278
1
0
21 Dec 2023
Wikiformer: Pre-training with Structured Information of Wikipedia for
  Ad-hoc Retrieval
Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval
Weihang Su
Jiaxin Mao
Xiangsheng Li
Jia Chen
Yiqun Liu
Xiaolong Wu
Shengluan Hou
194
22
0
17 Dec 2023
BESTMVQA: A Benchmark Evaluation System for Medical Visual Question
  Answering
BESTMVQA: A Benchmark Evaluation System for Medical Visual Question Answering
Xiaojie Hong
Zixin Song
Liangzhi Li
Xiaoli Wang
Feiyan Liu
144
3
0
13 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
350
250
0
05 Dec 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
283
444
0
28 Nov 2023
nach0: Multimodal Natural and Chemical Languages Foundation Model
nach0: Multimodal Natural and Chemical Languages Foundation ModelChemical Science (Chem. Sci.), 2023
M. Livne
Z. Miftahutdinov
E. Tutubalina
Maksim Kuznetsov
Daniil Polykovskiy
...
Aastha Jhunjhunwala
Anthony Costa
Alex Aliper
Alán Aspuru-Guzik
Alex Zhavoronkov
AI4CE
365
37
0
21 Nov 2023
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image
  Segmentation
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation
Qingjie Zeng
Yutong Xie
Zilin Lu
Mengkang Lu
Ramzi N. Zahreddine
Yong-quan Xia
257
32
0
20 Nov 2023
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained
  Language Model
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model
Lei Geng
Xu Yan
Ziqiang Cao
Juntao Li
Wenjie Li
Sujian Li
Xinjie Zhou
Yang Yang
Jun Zhang
133
0
0
20 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
736
191
0
09 Nov 2023
GRENADE: Graph-Centric Language Model for Self-Supervised Representation
  Learning on Text-Attributed Graphs
GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed GraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yichuan Li
Kaize Ding
Kyumin Lee
SSL
201
37
0
23 Oct 2023
Pretraining Language Models with Text-Attributed Heterogeneous Graphs
Pretraining Language Models with Text-Attributed Heterogeneous GraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Tao Zou
Le Yu
Yifei Huang
Leilei Sun
Bo Du
AI4CE
282
21
0
19 Oct 2023
In-context Pretraining: Language Modeling Beyond Document Boundaries
In-context Pretraining: Language Modeling Beyond Document BoundariesInternational Conference on Learning Representations (ICLR), 2023
Weijia Shi
Sewon Min
Maria Lomeli
Chunting Zhou
Margaret Li
...
Victoria Lin
Noah A. Smith
Luke Zettlemoyer
Scott Yih
Mike Lewis
LRMRALMSyDa
473
81
0
16 Oct 2023
Emerging Challenges in Personalized Medicine: Assessing Demographic
  Effects on Biomedical Question Answering Systems
Emerging Challenges in Personalized Medicine: Assessing Demographic Effects on Biomedical Question Answering SystemsInternational Joint Conference on Natural Language Processing (IJCNLP), 2023
Sagi Shaier
Kevin Bennett
Lawrence E Hunter
Katharina von der Wense
172
0
0
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On the Relationship between Sentence Analogy Identification and Sentence
  Structure Encoding in Large Language Models
On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language ModelsFindings (Findings), 2023
Thilini Wijesiriwardene
Ruwan Wickramarachchi
Aishwarya N. Reganti
Vinija Jain
Vasu Sharma
Amit P. Sheth
Amitava Das
287
2
0
11 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
303
133
0
03 Oct 2023
Generating Explanations in Medical Question-Answering by Expectation
  Maximization Inference over Evidence
Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence
Wei Sun
Mingxiao Li
Damien Sileo
Jesse Davis
Marie-Francine Moens
MedIm
142
6
0
02 Oct 2023
EALM: Introducing Multidimensional Ethical Alignment in Conversational
  Information Retrieval
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information Retrieval
Yiyao Yu
Junjie Wang
Yuxiang Zhang
Lin Zhang
Yujiu Yang
Tetsuya Sakai
171
2
0
02 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
448
74
0
27 Sep 2023
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