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2004.14855
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TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
30 April 2020
Christoph Alt
Aleksandra Gabryszak
Leonhard Hennig
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Papers citing
"TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task"
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Kastor: Fine-tuned Small Language Models for Shape-based Active Relation Extraction
Extended Semantic Web Conference (ESWC), 2025
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Gandon Fabien
Faron Catherine
Michel Franck
Abi Akl Hanna
119
1
0
05 Nov 2025
A systematic review of relation extraction task since the emergence of Transformers
Ringwald Celian
Gandon
Fabien
Faron Catherine
Michel Franck
Abi Akl Hanna
237
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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
137
0
0
09 Sep 2025
Hyperbolic Large Language Models
Sarang Patil
Zeyong Zhang
Yiran Huang
Tengfei Ma
Mengjia Xu
AI4CE
215
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0
06 Sep 2025
Re-Representation in Sentential Relation Extraction with Sequence Routing Algorithm
Ramazan Ali Bahrami
Ramin Yahyapour
AI4TS
125
0
0
28 Aug 2025
DEPTH: Hallucination-Free Relation Extraction via Dependency-Aware Sentence Simplification and Two-tiered Hierarchical Refinement
Yupei Yang
Fan Feng
Lin Yang
Wanxi Deng
Lin Qu
Biwei Huang
Shikui Tu
Lei Xu
108
0
0
20 Aug 2025
Generating Diverse Training Samples for Relation Extraction with Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Zexuan Li
Hongliang Dai
Piji Li
SyDa
132
1
0
29 May 2025
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction
Jian Zhang
Bifan Wei
Shihao Qi
Haiping Zhu
Jun Liu
Qika Lin
508
3
0
14 Mar 2025
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction
Jiaxin Duan
Fengyu Lu
Junfei Liu
282
0
0
04 Jan 2025
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Peiwen Yuan
Shaoxiong Feng
Yiwei Li
Xinglin Wang
Boyuan Pan
Heda Wang
Yao Hu
Kan Li
245
1
0
25 Aug 2024
Retrieval-Augmented Generation-based Relation Extraction
Sefika Efeoglu
Adrian Paschke
258
13
0
20 Apr 2024
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction
Frank Mtumbuka
Steven Schockaert
166
2
0
18 Dec 2023
CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Philipp Borchert
Jochen De Weerdt
Kristof Coussement
Arno De Caigny
Marie-Francine Moens
196
3
0
18 Oct 2023
Advancing Relation Extraction through Language Probing with Exemplars from Set Co-Expansion
Yerong Li
Roxana Girju
192
0
0
18 Aug 2023
Analyzing Dataset Annotation Quality Management in the Wild
Computational Linguistics (CL), 2023
Jan-Christoph Klie
Richard Eckart de Castilho
Iryna Gurevych
357
55
0
16 Jul 2023
HistRED: A Historical Document-Level Relation Extraction Dataset
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Soyoung Yang
Minseok Choi
Youngwoo Cho
Jaegul Choo
176
11
0
10 Jul 2023
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Qingyu Tan
Lu Xu
Lidong Bing
Hwee Tou Ng
227
6
0
16 Jun 2023
ActiveAED: A Human in the Loop Improves Annotation Error Detection
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Leon Weber
Barbara Plank
141
14
0
31 May 2023
DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling
Knowledge Discovery and Data Mining (KDD), 2023
Yuchen Zhuang
Yue Yu
Lingkai Kong
Xiang Chen
Chao Zhang
NoLa
SyDa
AI4CE
284
19
0
30 May 2023
MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Leonhard Hennig
Philippe E. Thomas
Sebastian Möller
213
12
0
08 May 2023
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction?
Xin Xu
Yuqi Zhu
Xiaohan Wang
Ningyu Zhang
KELM
LRM
268
69
0
02 May 2023
Think Rationally about What You See: Continuous Rationale Extraction for Relation Extraction
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Xuming Hu
Zhaochen Hong
Chenwei Zhang
Irwin King
Philip S. Yu
157
10
0
02 May 2023
Revisiting k-NN for Fine-tuning Pre-trained Language Models
China National Conference on Chinese Computational Linguistics (CNCCL), 2023
Lei Li
Jing Chen
Bo Tian
Ning Zhang
155
1
0
18 Apr 2023
Sentence-Level Relation Extraction via Contrastive Learning with Descriptive Relation Prompts
Jiewen Zheng
Ze Chen
159
2
0
11 Apr 2023
LabelPrompt: Effective Prompt-based Learning for Relation Classification
Asian Conference on Machine Learning (ACML), 2023
Weinan Zhang
Xiaoning Song
Zhenhua Feng
Tianyang Xu
Xiaojun Wu
VLM
249
5
0
16 Feb 2023
DMOps: Data Management Operation and Recipes
E. Choi
Chanjun Park
213
7
0
02 Jan 2023
Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction
AAAI Conference on Artificial Intelligence (AAAI), 2022
Bo Li
Wei Ye
Jinglei Zhang
Shikun Zhang
185
15
0
29 Dec 2022
TIER-A: Denoising Learning Framework for Information Extraction
Yongkang Li
M. Zhang
121
0
0
13 Nov 2022
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Yongbin Li
Canran Xu
Guodong Long
Tao Shen
Chongyang Tao
Jing Jiang
249
2
0
11 Nov 2022
Generative Prompt Tuning for Relation Classification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jiale Han
Shuai Zhao
Bo Cheng
Shengkun Ma
Wei Lu
VLM
213
32
0
22 Oct 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xin Xu
Xiang Chen
Ningyu Zhang
Xin Xie
Xi Chen
Huajun Chen
287
14
0
19 Oct 2022
Automatic Error Analysis for Document-level Information Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Aliva Das
Xinya Du
Barry Wang
Kejian Shi
J. Gu
Thomas Porter
Claire Cardie
145
13
0
15 Sep 2022
Improving Distantly Supervised Relation Extraction by Natural Language Inference
AAAI Conference on Artificial Intelligence (AAAI), 2022
Kang Zhou
Qiao Qiao
Yuepei Li
Qi Li
170
11
0
31 Jul 2022
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction
Sheng Zhang
Patrick Ng
Zhiguo Wang
Bing Xiang
286
5
0
10 Jun 2022
Annotation Error Detection: Analyzing the Past and Present for a More Coherent Future
International Conference on Computational Logic (ICCL), 2022
Jan-Christoph Klie
Bonnie Webber
Iryna Gurevych
436
59
0
05 Jun 2022
Revisiting DocRED -- Addressing the False Negative Problem in Relation Extraction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qingyu Tan
Lu Xu
Lidong Bing
Hwee Tou Ng
Sharifah Mahani Aljunied
262
99
0
25 May 2022
Summarization as Indirect Supervision for Relation Extraction
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Keming Lu
I-Hung Hsu
Wenxuan Zhou
Mingyu Derek Ma
Muhao Chen
265
61
0
19 May 2022
GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction
Yiwei Wang
Muhao Chen
Wenxuan Zhou
Yujun Cai
Yuxuan Liang
Bryan Hooi
GNN
141
9
0
08 May 2022
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yiwei Wang
Muhao Chen
Wenxuan Zhou
Yujun Cai
Yuxuan Liang
Dayiheng Liu
Baosong Yang
Juncheng Liu
Bryan Hooi
CML
168
60
0
08 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Xiang Chen
Lei Li
Ningyu Zhang
Chuanqi Tan
Fei Huang
Luo Si
Huajun Chen
RALM
VLM
230
42
0
04 May 2022
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Elisa Bassignana
Barbara Plank
194
29
0
28 Apr 2022
Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Quzhe Huang
Shibo Hao
Yuan Ye
Shengqi Zhu
Yansong Feng
Dongyan Zhao
182
33
0
17 Apr 2022
FREDA: Flexible Relation Extraction Data Annotation
ACM Symposium on Applied Computing (SAC), 2022
Michael Strobl
Amine Trabelsi
Osmar Zaiane
132
0
0
14 Apr 2022
A Distant Supervision Corpus for Extracting Biomedical Relationships Between Chemicals, Diseases and Genes
International Conference on Language Resources and Evaluation (LREC), 2022
Dongxu Zhang
Sunil Mohan
M. Torkar
Andrew McCallum
128
14
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13 Apr 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
175
3
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10 Apr 2022
EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing
Jiejun Tan
Wenbin Hu
Weiwei Liu
201
1
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01 Mar 2022
A Generative Model for Relation Extraction and Classification
Jian Ni
Gaetano Rossiello
A. Gliozzo
Radu Florian
131
5
0
26 Feb 2022
Ontology-enhanced Prompt-tuning for Few-shot Learning
The Web Conference (WWW), 2022
Hongbin Ye
Ningyu Zhang
Shumin Deng
Xiang Chen
Hui Chen
Feiyu Xiong
Xi Chen
Huajun Chen
305
75
0
27 Jan 2022
Budget Sensitive Reannotation of Noisy Relation Classification Data Using Label Hierarchy
Akshay Parekh
Ashish Anand
Amit Awekar
107
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26 Dec 2021
Metadata Shaping: Natural Language Annotations for the Tail
Simran Arora
Sen Wu
Enci Liu
Christopher Ré
188
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16 Oct 2021
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