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2203.15827
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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
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Papers citing
"LinkBERT: Pretraining Language Models with Document Links"
28 / 178 papers shown
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Amanpreet Singh
Mike DÁrcy
Arman Cohan
Doug Downey
Sergey Feldman
348
132
0
23 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
270
133
0
22 Nov 2022
Galactica: A Large Language Model for Science
Ross Taylor
Marcin Kardas
Guillem Cucurull
Thomas Scialom
Anthony Hartshorn
Elvis Saravia
Andrew Poulton
Viktor Kerkez
Robert Stojnic
ELM
ReLM
396
937
0
16 Nov 2022
Toward expanding the scope of radiology report summarization to multiple anatomies and modalities
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Zhihong Chen
M. Varma
Xiang Wan
C. Langlotz
Jean-Benoit Delbrouck
284
25
0
15 Nov 2022
Learning to Navigate Wikipedia by Taking Random Walks
Neural Information Processing Systems (NeurIPS), 2022
Manzil Zaheer
Kenneth Marino
Will Grathwohl
John Schultz
Wendy Shang
Sheila Babayan
Arun Ahuja
Ishita Dasgupta
Christine Kaeser-Chen
Rob Fergus
97
8
0
31 Oct 2022
NTULM: Enriching Social Media Text Representations with Non-Textual Units
Jinning Li
Shubhanshu Mishra
Ahmed El-Kishky
Sneha Mehta
Vivek Kulkarni
167
6
0
29 Oct 2022
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Mohaddeseh Bastan
Mihai Surdeanu
Niranjan Balasubramanian
213
17
0
26 Oct 2022
Learning on Large-scale Text-attributed Graphs via Variational Inference
International Conference on Learning Representations (ICLR), 2022
Jianan Zhao
Meng Qu
Chaozhuo Li
Hao Yan
Qian Liu
Rui Li
Xing Xie
Jian Tang
VLM
392
189
0
26 Oct 2022
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining
Renqian Luo
Liai Sun
Ziheng Lu
Tao Qin
Sheng Zhang
Hoifung Poon
Tie-Yan Liu
MedIm
AI4CE
LM&MA
377
1,156
0
19 Oct 2022
Deep Bidirectional Language-Knowledge Graph Pretraining
Neural Information Processing Systems (NeurIPS), 2022
Michihiro Yasunaga
Antoine Bosselut
Hongyu Ren
Xikun Zhang
Christopher D. Manning
Abigail Z. Jacobs
J. Leskovec
316
249
0
17 Oct 2022
Enriching Biomedical Knowledge for Low-resource Language Through Large-Scale Translation
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Long Phan
Tai Dang
H. Tran
Trieu H. Trinh
Vy Phan
Lam D. Chau
Minh-Thang Luong
243
10
0
11 Oct 2022
Variational Open-Domain Question Answering
International Conference on Machine Learning (ICML), 2022
Valentin Liévin
Andreas Geert Motzfeldt
Ida Riis Jensen
Ole Winther
OOD
BDL
213
11
0
23 Sep 2022
LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation
Yulia Otmakhova
Thinh Hung Truong
Timothy Baldwin
Trevor Cohn
Karin Verspoor
Jey Han Lau
233
6
0
19 Sep 2022
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter
Knowledge Discovery and Data Mining (KDD), 2022
Xinyang Zhang
Yury Malkov
Omar U. Florez
Serim Park
Brian McWilliams
Jiawei Han
Ahmed El-Kishky
VLM
308
111
0
15 Sep 2022
Pre-training for Information Retrieval: Are Hyperlinks Fully Explored?
Jiawen Wu
Xinyu Zhang
Yutao Zhu
Zheng Liu
Zikai Guo
Zhaoye Fei
Ruofei Lai
Yongkang Wu
Bo Zhao
Zhicheng Dou
147
5
0
14 Sep 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning
International Conference on Learning Representations (ICLR), 2022
Sheng Zhang
Hao Cheng
Jianfeng Gao
Hoifung Poon
263
64
0
30 Aug 2022
MLRIP: Pre-training a military language representation model with informative factual knowledge and professional knowledge base
Hui Li
Xu Yang
KELM
126
0
0
28 Jul 2022
Can large language models reason about medical questions?
Patterns (Patterns), 2022
Valentin Liévin
C. Hother
Andreas Geert Motzfeldt
Ole Winther
ELM
LM&MA
AI4MH
LRM
517
397
0
17 Jul 2022
Embedding Recycling for Language Models
Findings (Findings), 2022
Jon Saad-Falcon
Amanpreet Singh
Luca Soldaini
Mike DÁrcy
Arman Cohan
Doug Downey
KELM
193
4
0
11 Jul 2022
Win-Win Cooperation: Bundling Sequence and Span Models for Named Entity Recognition
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Shezheng Song
Shasha Li
Jie Yu
Jun Ma
Bin Ji
251
2
0
07 Jul 2022
BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing
Neural Information Processing Systems (NeurIPS), 2022
Jason Alan Fries
Leon Weber
Natasha Seelam
Gabriel Altay
Debajyoti Datta
...
Minh Chien Vu
Trishala Neeraj
Jonas Golde
Albert Villanova del Moral
Benjamin Beilharz
LM&MA
259
55
0
30 Jun 2022
A Computational Inflection for Scientific Discovery
Communications of the ACM (CACM), 2022
Kyle Lo
Doug Downey
Oren Etzioni
Daniel S. Weld
Eric Horvitz
AI4CE
341
38
0
04 May 2022
Multimodal Learning on Graphs for Disease Relation Extraction
Journal of Biomedical Informatics (JBI), 2022
Yucong Lin
Keming Lu
Sheng Yu
Tianxi Cai
Marinka Zitnik
155
39
0
16 Mar 2022
PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems
Zhengyun Zhao
Qiao Jin
Fangyuan Chen
Tuorui Peng
Sheng Yu
PINN
270
54
0
28 Feb 2022
Pre-trained Language Models in Biomedical Domain: A Systematic Survey
ACM Computing Surveys (CSUR), 2021
Benyou Wang
Qianqian Xie
Jiahuan Pei
Zhihong Chen
Prayag Tiwari
Zhao Li
Jie Fu
LM&MA
AI4CE
481
211
0
11 Oct 2021
Improving Question Answering Performance Using Knowledge Distillation and Active Learning
Engineering applications of artificial intelligence (EAAI), 2021
Yasaman Boreshban
Seyed Morteza Mirbostani
Gholamreza Ghassem-Sani
Seyed Abolghasem Mirroshandel
Shahin Amiriparian
202
18
0
26 Sep 2021
Structure Inducing Pre-Training
Nature Machine Intelligence (Nat. Mach. Intell.), 2021
Matthew B. A. McDermott
Brendan Yap
Peter Szolovits
Marinka Zitnik
346
28
0
18 Mar 2021
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering
International Conference on Learning Representations (ICLR), 2019
Akari Asai
Kazuma Hashimoto
Hannaneh Hajishirzi
R. Socher
Caiming Xiong
RALM
KELM
LRM
517
312
0
24 Nov 2019
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