Revisiting Relation Extraction in the era of Large Language Models

8 May 2023

Papers citing "Revisiting Relation Extraction in the era of Large Language Models"

50 / 62 papers shown

Title
Relation Extraction Across Entire Books to Reconstruct Community Networks: The AffilKG Datasets Erica Cai Sean McQuade Kevin Young Brendan O'Connor 9 0 0 16 May 2025
Reduction of Supervision for Biomedical Knowledge Discovery Christos Theodoropoulos Andrei Catalin Coman James Henderson Marie-Francine Moens 30 0 0 13 Apr 2025
A Benchmark for End-to-End Zero-Shot Biomedical Relation Extraction with LLMs: Experiments with OpenAI Models Aviv Brokman Xuguang Ai Yuhang Jiang Shashank Gupta Ramakanth Kavuluru SyDa LM&MA 32 0 0 05 Apr 2025
Relation Extraction with Instance-Adapted Predicate Descriptions Yuhang Jiang Ramakanth Kavuluru 58 0 0 22 Mar 2025
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction Jian Zhang Bifan Wei Shihao Qi Haiping Zhu Jun Liu Qika Lin 47 0 0 14 Mar 2025
Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension Sakiko Yahata Zhen Wan Fei Cheng Sadao Kurohashi Hisahiko Sato Ryozo Nagai CML 64 0 0 03 Mar 2025
Who Taught You That? Tracing Teachers in Model Distillation Somin Wadhwa Chantal Shaib Silvio Amir Byron C. Wallace 76 1 0 10 Feb 2025
SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents Qi Zhang Zhijia Chen Huitong Pan Cornelia Caragea Longin Jan Latecki Eduard Constantin Dragut 25 2 0 28 Oct 2024
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments Omar Sharif Joseph Gatto Madhusudan Basak S. Preum 49 2 0 04 Oct 2024
Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization Ryan Barron Ves Grantcharov Selma Wanna Maksim E. Eren Manish Bhattarai ... George Tompkins Charles K. Nicholas Kim Ø. Rasmussen Cynthia Matuszek Boian S. Alexandrov RALM 42 7 0 03 Oct 2024
Exploring Large Language Models for Product Attribute Value Identification Kassem Sabeh Mouna Kacimi Johann Gamper Robert Litschko Barbara Plank 40 2 0 19 Sep 2024
Maximizing Relation Extraction Potential: A Data-Centric Study to Unveil Challenges and Opportunities Anushka Swarup Avanti Bhandarkar Olivia P. Dizon-Paradis Ronald Wilson D. Woodard 38 0 0 07 Sep 2024
LLM with Relation Classifier for Document-Level Relation Extraction Xingzuo Li Kehai Chen Yunfei Long Min Zhang 33 0 0 25 Aug 2024
Exploring Large Language Models for Feature Selection: A Data-centric Perspective Dawei Li Zhen Tan Huan Liu LM&MA 47 8 0 21 Aug 2024
Semantically Guided Representation Learning For Action Anticipation Anxhelo Diko D. Avola Bardh Prenkaj Federico Fontana Luigi Cinque AI4TS 43 2 0 02 Jul 2024
Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application Chuanpeng Yang Wang Lu Yao Zhu Yidong Wang Qian Chen Chenlong Gao Bingjie Yan Yiqiang Chen ALM KELM 46 23 0 02 Jul 2024
Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models Romy Fieblinger Md Tanvirul Alam Nidhi Rastogi 37 9 0 30 Jun 2024
Investigating Mysteries of CoT-Augmented Distillation Somin Wadhwa Silvio Amir Byron C. Wallace ReLM LRM 35 8 0 20 Jun 2024
Learning from Natural Language Explanations for Generalizable Entity Matching Somin Wadhwa Adit Krishnan Runhui Wang Byron C. Wallace Chris Kong LRM 42 3 0 13 Jun 2024
Research Trends for the Interplay between Large Language Models and Knowledge Graphs H. Khorashadizadeh Fatima Zahra Amara Morteza Ezzabady Frédéric Ieng Sanju Tiwari Nandana Mihindukulasooriya Jinghua Groppe S. Sahri Farah Benamara Sven Groppe 38 8 0 12 Jun 2024
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature David Wadden Kejian Shi Jacob Morrison Aakanksha Naik Shruti Singh ... Luca Soldaini Shannon Zejiang Shen Doug Downey Hannaneh Hajishirzi Arman Cohan 50 11 0 10 Jun 2024
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs Pranoy Panda Ankush Agarwal Chaitanya Devaguptapu Manohar Kaul Prathosh A P RALM 32 10 0 10 Jun 2024
Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models Qingkai Min Qipeng Guo Xiangkun Hu Songfang Huang Zheng Zhang Yue Zhang 43 1 0 04 Jun 2024
PGA-SciRE: Harnessing LLM on Data Augmentation for Enhancing Scientific Relation Extraction Yang Zhou Shimin Shan Hongkui Wei Zhehuan Zhao Wenshuo Feng 41 1 0 30 May 2024
A Survey on Multi-modal Machine Translation: Tasks, Methods and Challenges Huangjun Shen Liangying Shao Wenbo Li Zhibin Lan Zhanyu Liu Jinsong Su 44 2 0 21 May 2024
ACORN: Aspect-wise Commonsense Reasoning Explanation Evaluation Ana Brassard Benjamin Heinzerling Keito Kudo Keisuke Sakaguchi Kentaro Inui LRM 39 0 0 08 May 2024
Graphical Reasoning: LLM-based Semi-Open Relation Extraction Yicheng Tao Yiqun Wang Longju Bai LRM ReLM 40 1 0 30 Apr 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models Guozheng Li Zijie Xu Ziyu Shang Jiajun Liu Ke Ji Yikai Guo 56 2 0 27 Apr 2024
Building a Japanese Document-Level Relation Extraction Dataset Assisted by Cross-Lingual Transfer Youmi Ma An Wang Naoaki Okazaki 50 0 0 25 Apr 2024
EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction Urchade Zaratiana Nadi Tomeh Yann Dauxais Pierre Holat Thierry Charnois 48 0 0 18 Apr 2024
GraphER: A Structure-aware Text-to-Graph Model for Entity and Relation Extraction Urchade Zaratiana Nadi Tomeh Niama El Khbir Pierre Holat Thierry Charnois 36 1 0 18 Apr 2024
Are Large Language Models Reliable Argument Quality Annotators? Nailia Mirzakhmedova Marcel Gohsen Chia Hao Chang Benno Stein ALM 43 9 0 15 Apr 2024
ToNER: Type-oriented Named Entity Recognition with Generative Language Model Guochao Jiang Ziqin Luo Yuchen Shi Dixuan Wang Jiaqing Liang Deqing Yang 49 10 0 14 Apr 2024
WESE: Weak Exploration to Strong Exploitation for LLM Agents Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG 36 2 0 11 Apr 2024
Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models Wolfgang Otto Sharmila Upadhyaya Stefan Dietze 28 0 0 08 Apr 2024
Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction Bowen Zhang Harold Soh 34 17 0 05 Apr 2024
MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks Letian Peng Zilong Wang Feng Yao Zihan Wang Jingbo Shang SyDa 41 13 0 30 Mar 2024
MixRED: A Mix-lingual Relation Extraction Dataset Lingxing Kong Yougang Chu Zheng Ma Jianbing Zhang Liang He Jiajun Chen 47 0 0 23 Mar 2024
A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder Kedi Chen Jie Zhou Qin Chen Shunyu Liu Liang He 43 2 0 01 Mar 2024
Extracting Polymer Nanocomposite Samples from Full-Length Documents Ghazal Khalighinejad Yuan Chiang L. C. Brinson Bhuwan Dhingra 27 2 0 01 Mar 2024
Causal Graph Discovery with Retrieval-Augmented Generation based Large Language Models Yuzhe Zhang Yipeng Zhang Yidong Gan Lina Yao Chen Wang 39 12 0 23 Feb 2024
IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus Honghao Gui Lin Yuan Hongbin Ye Ningyu Zhang Mengshu Sun Lei Liang Huajun Chen 28 10 0 22 Feb 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction Sizhe Zhou Yu Meng Bowen Jin Jiawei Han 32 7 0 17 Feb 2024
Model Compression and Efficient Inference for Large Language Models: A Survey Wenxiao Wang Wei Chen Yicong Luo Yongliu Long Zhengkai Lin Liye Zhang Binbin Lin Deng Cai Xiaofei He MQ 41 48 0 15 Feb 2024
Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction Jialiang Wu Yi Shen Ziheng Zhang Longjun Cai ReLM 25 6 0 31 Jan 2024
Distilling Event Sequence Knowledge From Large Language Models Somin Wadhwa Oktie Hassanzadeh D. Bhattacharjya Ken Barker Jian Ni 32 1 0 14 Jan 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 51 146 0 29 Dec 2023
CARE: Extracting Experimental Findings From Clinical Literature Aakanksha Naik Bailey Kuehl Erin Bransom Doug Downey Tom Hope 28 1 0 16 Nov 2023
Retrieval-Augmented Code Generation for Universal Information Extraction Yucan Guo Zixuan Li Xiaolong Jin Yantao Liu Yutao Zeng ... Xiang Li Pan Yang Long Bai J. Guo Xueqi Cheng 103 31 0 06 Nov 2023
RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction Shiao Meng Xuming Hu Aiwei Liu Shuang Li Fukun Ma Yawen Yang Lijie Wen 47 7 0 24 Oct 2023