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OAG-BERT: Towards A Unified Backbone Language Model For Academic Knowledge Services
Knowledge Discovery and Data Mining (KDD), 2021
3 March 2021
Xiao Liu
Da Yin
Jingnan Zheng
Xingjian Zhang
Peng Zhang
Hongxia Yang
Yuxiao Dong
Jie Tang
VLM
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Papers citing
"OAG-BERT: Towards A Unified Backbone Language Model For Academic Knowledge Services"
16 / 16 papers shown
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation
Web Search and Data Mining (WSDM), 2025
SeongKu Kang
Sara Szymkuć
Wonbin Kweon
Yu Zhang
Dongha Lee
Jiawei Han
Hwanjo Yu
361
11
0
16 Feb 2025
Taxonomy-guided Semantic Indexing for Academic Paper Search
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
SeongKu Kang
Yunyi Zhang
Pengcheng Jiang
Dongha Lee
Jiawei Han
Hwanjo Yu
261
14
0
25 Oct 2024
Can pre-trained language models generate titles for research papers?
International Conference on Asian Digital Libraries (ICADL), 2024
Tohida Rehman
Debarshi Kumar Sanyal
S. Chattopadhyay
391
7
0
22 Sep 2024
Towards understanding evolution of science through language model series
Junjie Dong
Zhuoqi Lyu
Qing Ke
AI4TS
443
1
0
15 Sep 2024
RevGNN: Negative Sampling Enhanced Contrastive Graph Learning for Academic Reviewer Recommendation
Weibin Liao
Yifan Zhu
Yanyan Li
Qi Zhang
Zhonghong Ou
Xuesong Li
380
21
0
30 Jul 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
Yu Zhang
Xiusi Chen
Sara Szymkuć
Sheng Wang
Shuiwang Ji
Wei Wang
Jiawei Han
485
102
0
16 Jun 2024
BOND: Bootstrapping From-Scratch Name Disambiguation with Multi-task Promoting
Yuqing Cheng
Bo Chen
Fanjin Zhang
Jie Tang
394
8
0
12 Apr 2024
OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining
Fanjin Zhang
Shijie Shi
Yifan Zhu
Bo Chen
Yukuo Cen
...
Huihui Yuan
Jian Song
Xiaoyan Li
Yuxiao Dong
Jie Tang
387
28
0
24 Feb 2024
LPNL: Scalable Link Prediction with Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Baolong Bi
Shenghua Liu
Yiwei Wang
Lingrui Mei
Xueqi Cheng
LRM
301
11
0
24 Jan 2024
LEGOBench: Scientific Leaderboard Generation Benchmark
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Shruti Singh
Shoaib Alam
Husain Malwat
Mayank Singh
ELM
301
3
0
11 Jan 2024
Pretraining Language Models with Text-Attributed Heterogeneous Graphs
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Tao Zou
Le Yu
Yifei Huang
Leilei Sun
Bo Du
AI4CE
354
21
0
19 Oct 2023
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers
Knowledge Discovery and Data Mining (KDD), 2023
Yu Zhang
Sara Szymkuć
Xiusi Chen
Yan-Jun Shen
Yunyi Zhang
Yu Meng
Jiawei Han
162
19
0
24 Jun 2023
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Lin F. Yang
Hongyang Chen
Zhao Li
Xiao Ding
Xindong Wu
KELM
408
170
0
20 Jun 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yu Zhang
Hao Cheng
Zhihong Shen
Xiaodong Liu
Yejiang Wang
Jianfeng Gao
295
20
0
23 May 2023
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study
The Web Conference (WWW), 2023
Yu Zhang
Sara Szymkuć
Qi Zhu
Yu Meng
Jiawei Han
215
26
0
07 Feb 2023
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
346
115
0
15 Sep 2022
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