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1908.11007
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Neural Snowball for Few-Shot Relation Learning
AAAI Conference on Artificial Intelligence (AAAI), 2019
29 August 2019
Tianyu Gao
Xu Han
Ruobing Xie
Zhiyuan Liu
Fen Lin
Leyu Lin
Maosong Sun
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Papers citing
"Neural Snowball for Few-Shot Relation Learning"
28 / 28 papers shown
A systematic review of relation extraction task since the emergence of Transformers
Ringwald Celian
Gandon
Fabien
Faron Catherine
Michel Franck
Abi Akl Hanna
297
0
0
05 Nov 2025
M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models
Zexuan Li
Hongliang Dai
Piji Li
220
0
0
09 Sep 2025
In-Context Learning with Iterative Demonstration Selection
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Chengwei Qin
Aston Zhang
Chong Chen
Anirudh Dagar
Wenming Ye
LRM
545
86
0
31 Dec 2024
A Continual Relation Extraction Approach for Knowledge Graph Completeness
Sefika Efeoglu
279
2
0
20 Apr 2024
Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents
International Conference on Language Resources and Evaluation (LREC), 2024
Hao Wang
Tang Li
Chenhui Chu
Nengjun Zhu
Rui Wang
Pinpin Zhu
235
0
0
23 Mar 2024
Few-Shot Relation Extraction with Hybrid Visual Evidence
Jiaying Gong
Hoda Eldardiry
310
3
0
01 Mar 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction
Sizhe Zhou
Yu Meng
Sara Szymkuć
Jiawei Han
182
19
0
17 Feb 2024
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning
Chengwei Qin
Wenhan Xia
Fangkai Jiao
Chen Chen
Yuchen Hu
Bosheng Ding
R. Chen
Shafiq Joty
395
7
0
28 Dec 2023
QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generation
Kunlun Zhu
Shihao Liang
Xu Han
Zhi Zheng
Guoyang Zeng
Zhiyuan Liu
Maosong Sun
310
2
0
19 Sep 2023
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Zemin Liu
Yuan N. Li
Nan-Fang Chen
Qian Wang
Bryan Hooi
Bin He
FaML
289
31
0
26 Aug 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Chengwei Qin
Cunliang Kong
Ruochen Zhao
Shafiq Joty
VLM
LRM
429
17
0
16 Feb 2023
Continual Training of Language Models for Few-Shot Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zixuan Ke
Haowei Lin
Yijia Shao
Hu Xu
Lei Shu
Yinan Han
KELM
BDL
CLL
332
41
0
11 Oct 2022
ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction
Ji Qi
Bin Xu
Kaisheng Zeng
Jinxin Liu
Jifan Yu
Qifang Gao
Juanzi Li
Lei Hou
GNN
222
1
0
08 Oct 2022
Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes
International Conference on Computational Linguistics (COLING), 2022
Shezheng Song
Shasha Li
Shaoduo Gan
Jie Yu
Jun Ma
Bin Ji
181
39
0
17 Aug 2022
MORE: A Metric Learning Based Framework for Open-domain Relation Extraction
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Yutong Wang
Renze Lou
Kai Zhang
Mao Yan Chen
Yujiu Yang
128
8
0
01 Jun 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities
ACM Computing Surveys (ACM CSUR), 2022
Yisheng Song
Ting-Yuan Wang
S. Mondal
J. P. Sahoo
SLR
459
634
0
13 May 2022
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Chengwei Qin
Shafiq Joty
BDL
CLL
265
47
0
04 Mar 2022
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5
Chengwei Qin
Shafiq Joty
CLL
488
127
0
14 Oct 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2021
Yang Hu
Adriane P. Chapman
Guihua Wen
Dame Wendy Hall
325
27
0
11 Jun 2021
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling
Findings (Findings), 2021
Yutai Hou
Y. Lai
Cheng Chen
Wanxiang Che
Ting Liu
232
17
0
25 May 2021
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction
The Web Conference (WWW), 2021
Xiang Chen
Ningyu Zhang
Xin Xie
Shumin Deng
Yunzhi Yao
Chuanqi Tan
Fei Huang
Luo Si
Huajun Chen
829
482
0
15 Apr 2021
Linguistically-Enriched and Context-Aware Zero-shot Slot Filling
The Web Conference (WWW), 2021
A.B. Siddique
Fuad Jamour
Vagelis Hristidis
207
29
0
16 Jan 2021
Zero-shot Relation Classification from Side Information
International Conference on Information and Knowledge Management (CIKM), 2020
Jiaying Gong
Hoda Eldardiry
255
22
0
13 Nov 2020
Low-Resource Adaptation of Neural NLP Models
Farhad Nooralahzadeh
193
0
0
09 Nov 2020
Few-shot Learning for Multi-label Intent Detection
AAAI Conference on Artificial Intelligence (AAAI), 2020
Yutai Hou
Y. Lai
Yushan Wu
Wanxiang Che
Ting Liu
VLM
165
58
0
11 Oct 2020
FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding
Yutai Hou
Jiafeng Mao
Y. Lai
Cheng Chen
Wanxiang Che
Zhigang Chen
Ting Liu
332
18
0
17 Sep 2020
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Yutai Hou
Wanxiang Che
Y. Lai
Zhihan Zhou
Yijia Liu
Han Liu
Ting Liu
147
204
0
10 Jun 2020
FarsBase-KBP: A Knowledge Base Population System for the Persian Knowledge Graph
Journal of Web Semantics (JWS), 2020
Majid Asgari-Bidhendi
Behrooz Janfada
B. Minaei-Bidgoli
122
4
0
04 May 2020
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