Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1906.08646
Cited By
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
19 June 2019
Christoph Alt
Marc Hübner
Leonhard Hennig
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction"
49 / 49 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
232
0
0
05 Nov 2025
ProdRev: A DNN framework for empowering customers using generative pre-trained transformers
Aakash Gupta
Nataraj Das
224
2
0
14 May 2025
Reduction of Supervision for Biomedical Knowledge Discovery
BMC Bioinformatics (BMC Bioinformatics), 2025
Christos Theodoropoulos
Andrei Catalin Coman
James Henderson
Marie-Francine Moens
201
0
0
13 Apr 2025
Evaluating the Efficacy of Large Language Models in Identifying Phishing Attempts
Het Patel
Umair Rehman
Farkhund Iqbal
282
8
0
23 Apr 2024
Selecting Large Language Model to Fine-tune via Rectified Scaling Law
Haowei Lin
Baizhou Huang
Haotian Ye
Qinyu Chen
Zihao Wang
Sujian Li
Jianzhu Ma
Xiaojun Wan
James Zou
Yitao Liang
340
29
0
04 Feb 2024
Knowledge Engineering using Large Language Models
Bradley Paul Allen
Lise Stork
Paul T. Groth
264
30
0
01 Oct 2023
Advancing Relation Extraction through Language Probing with Exemplars from Set Co-Expansion
Yerong Li
Roxana Girju
192
0
0
18 Aug 2023
Improving Retrieval-Augmented Large Language Models via Data Importance Learning
Xiaozhong Lyu
Stefan Grafberger
Samantha Biegel
Shaopeng Wei
Meng Cao
Sebastian Schelter
Ce Zhang
RALM
180
21
0
06 Jul 2023
Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey
ACM Computing Surveys (ACM Comput. Surv.), 2023
Simon Razniewski
Hiba Arnaout
Tuan-Phong Nguyen
Fabian M. Suchanek
230
13
0
09 May 2023
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model
Neural Information Processing Systems (NeurIPS), 2023
Hao Fei
Shengqiong Wu
Jingye Li
Bobo Li
Fei Li
Libo Qin
Meishan Zhang
Hao Fei
Tat-Seng Chua
234
103
0
13 Apr 2023
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models
Conference on Uncertainty in Artificial Intelligence (UAI), 2023
Vithursan Thangarasa
Abhay Gupta
William Marshall
Tianda Li
Kevin Leong
D. DeCoste
Sean Lie
Shreyas Saxena
MoE
AI4CE
320
28
0
18 Mar 2023
Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qin Dai
Benjamin Heinzerling
Kentaro Inui
201
6
0
02 Nov 2022
Multilingual Relation Classification via Efficient and Effective Prompting
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yuxuan Chen
David Harbecke
Leonhard Hennig
LRM
391
15
0
25 Oct 2022
An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods
William Hogan
191
6
0
17 Jul 2022
Why only Micro-F1? Class Weighting of Measures for Relation Classification
David Harbecke
Yuxuan Chen
Leonhard Hennig
Christoph Alt
159
26
0
19 May 2022
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction
International Conference on Computational Linguistics (COLING), 2022
Saadullah Amin
Pasquale Minervini
David Chang
Pontus Stenetorp
G. Neumann
174
3
0
10 Apr 2022
PKGM: A Pre-trained Knowledge Graph Model for E-commerce Application
Wen Zhang
Chi-Man Wong
Ganqinag Ye
Bo Wen
Hongting Zhou
Wei Zhang
Hua-zeng Chen
127
0
0
02 Mar 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction
Findings (Findings), 2022
Dongyang Li
Taolin Zhang
Nan Hu
Chengyu Wang
Xiaofeng He
135
33
0
27 Feb 2022
MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare
International Conference on Language Resources and Evaluation (LREC), 2021
Shaoxiong Ji
Tianlin Zhang
Luna Ansari
Jie Fu
Prayag Tiwari
Xiaoshi Zhong
VLM
AI4MH
198
308
0
29 Oct 2021
Abstractified Multi-instance Learning (AMIL) for Biomedical Relation Extraction
Conference on Automated Knowledge Base Construction (AKBC), 2021
William Hogan
Molly Huang
Yannis Katsis
Tyler Baldwin
Ho-Cheol Kim
Yoshiki Vazquez Baeza
Andrew Bartko
Chun-Nan Hsu
MedIm
115
11
0
24 Oct 2021
Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Shifeng Liu
Yifang Sun
Bing Li
Wei Wang
Florence T. Bourgeois
A. Dunn
138
15
0
06 Sep 2021
Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction
Kailong Hao
Botao Yu
Wei Hu
143
22
0
05 Sep 2021
Multi-scale Matching Networks for Semantic Correspondence
IEEE International Conference on Computer Vision (ICCV), 2021
Dongyang Zhao
Ziyang Song
Zhenghao Ji
Gangming Zhao
Weifeng Ge
Yizhou Yu
267
54
0
31 Jul 2021
SENT: Sentence-level Distant Relation Extraction via Negative Training
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Ruotian Ma
Tao Gui
Linyang Li
Tao Gui
Yaqian Zhou
Xuanjing Huang
126
33
0
22 Jun 2021
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Tao Chen
Haizhou Shi
Siliang Tang
Zhigang Chen
Leilei Gan
Yueting Zhuang
166
61
0
21 Jun 2021
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Liang Qiu
Yuan Liang
Yizhou Zhao
Pan Lu
Baolin Peng
Zhou Yu
Ying Nian Wu
Song-Chun Zhu
251
20
0
02 Jun 2021
Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Tianming Liang
Yang Liu
Xiaoyan Liu
Hao Zhang
Gaurav Sharma
Maozu Guo
313
28
0
24 May 2021
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction
Findings (Findings), 2021
Tianyu Gao
Xu Han
Keyue Qiu
Yuzhuo Bai
Zhiyu Xie
Yankai Lin
Zhiyuan Liu
Peng Li
Maosong Sun
Jie Zhou
ELM
236
35
0
20 May 2021
Billion-scale Pre-trained E-commerce Product Knowledge Graph Model
IEEE International Conference on Data Engineering (ICDE), 2021
Wen Zhang
Chi-Man Wong
Ganqiang Ye
Bo Wen
Wei Zhang
Huajun Chen
206
25
0
02 May 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems
Journal of Artificial Intelligence Research (JAIR), 2021
E. Razumovskaia
Goran Glavaš
Olga Majewska
Edoardo Ponti
Anna Korhonen
Ivan Vulić
487
38
0
17 Apr 2021
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Fenia Christopoulou
Makoto Miwa
Sophia Ananiadou
254
26
0
16 Apr 2021
A Sample-Based Training Method for Distantly Supervised Relation Extraction with Pre-Trained Transformers
International Conference on Natural Language and Speech Processing (ICNLSP), 2021
Mehrdad Nasser
Mohamad Bagher Sajadi
B. Minaei-Bidgoli
132
0
0
15 Apr 2021
Two Training Strategies for Improving Relation Extraction over Universal Graph
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Qinyun Dai
Naoya Inoue
Ryo Takahashi
Kentaro Inui
166
3
0
12 Feb 2021
Improving Distantly-Supervised Relation Extraction through BERT-based Label & Instance Embeddings
IEEE Access (IEEE Access), 2021
Despina Christou
Grigorios Tsoumakas
144
45
0
01 Feb 2021
From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension
Lingyong Yan
Xianpei Han
Le Sun
Liu Fangchao
Ning Bian
176
2
0
08 Dec 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Michael A. Hedderich
Lukas Lange
Heike Adel
Jannik Strötgen
Dietrich Klakow
656
347
0
23 Oct 2020
Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction
Findings (Findings), 2020
Pengshuai Li
Xinsong Zhang
Weijia Jia
Wei Zhao
156
6
0
17 Oct 2020
Social Commonsense Reasoning with Multi-Head Knowledge Attention
Debjit Paul
Anette Frank
LRM
127
19
0
12 Oct 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases
Gerhard Weikum
Luna Dong
Simon Razniewski
Fabian M. Suchanek
359
144
0
24 Sep 2020
Finding Influential Instances for Distantly Supervised Relation Extraction
International Conference on Computational Linguistics (COLING), 2020
Zifeng Wang
Rui Wen
Xi Chen
Shao-Lun Huang
Ningyu Zhang
Yefeng Zheng
TDI
138
24
0
17 Sep 2020
On Robustness and Bias Analysis of BERT-based Relation Extraction
China Conference on Knowledge Graph and Semantic Computing (CKGSC), 2020
Luoqiu Li
Xiang Chen
Hongbin Ye
Zhen Bi
Shumin Deng
Ningyu Zhang
Huajun Chen
544
20
0
14 Sep 2020
A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction
Workshop on Biomedical Natural Language Processing (BioNLP), 2020
Saadullah Amin
K. Dunfield
Anna Vechkaeva
G. Neumann
NoLa
MedIm
108
14
0
26 May 2020
Improving Factual Consistency Between a Response and Persona Facts
Mohsen Mesgar
Edwin Simpson
Iryna Gurevych
HILM
178
6
0
30 Apr 2020
Learning Relation Ties with a Force-Directed Graph in Distant Supervised Relation Extraction
Yu-Ming Shang
Heyan Huang
Xin Sun
Xian-Ling Mao
160
11
0
21 Apr 2020
Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Christoph Alt
Aleksandra Gabryszak
Leonhard Hennig
NAI
156
34
0
17 Apr 2020
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation
Transactions of the Association for Computational Linguistics (TACL), 2020
Jian Guan
Fei Huang
Zhihao Zhao
Xiaoyan Zhu
Shiyu Huang
LRM
SyDa
231
266
0
15 Jan 2020
Improving Distant Supervised Relation Extraction by Dynamic Neural Network
Yanjie Gou
Yinjie Lei
Lingqiao Liu
Silong Yong
X. Peng
AI4TS
135
1
0
15 Nov 2019
SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge
Pei Ke
Haozhe Ji
Siyang Liu
Xiaoyan Zhu
Shiyu Huang
389
7
0
06 Nov 2019
Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Yiping Song
Zequn Liu
Wei Bi
Rui Yan
Ming Zhang
119
35
0
31 Oct 2019
1
