A sequence-to-sequence approach for document-level relation extraction

3 April 2022

Papers citing "A sequence-to-sequence approach for document-level relation extraction"

24 / 24 papers shown

Title
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 27 0 0 05 Apr 2025
On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations Shiao Meng Xuming Hu Aiwei Liu Fukun Ma Yawen Yang Shuang Li Lijie Wen 44 0 0 11 Jun 2024
Predicting Drug-Gene Relations via Analogy Tasks with Word Embeddings Hiroaki Yamagiwa Ryoma Hashimoto Kiwamu Arakane Ken Murakami Shou Soeda Momose Oyama Mariko Okada Hidetoshi Shimodaira Hidetoshi Shimodaira 31 0 0 03 Jun 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models Guozheng Li Zijie Xu Ziyu Shang Jiajun Liu Ke Ji Yikai Guo 48 2 0 27 Apr 2024
Automated Text Mining of Experimental Methodologies from Biomedical Literature Ziqing Guo 21 1 0 21 Apr 2024
Extracting Polymer Nanocomposite Samples from Full-Length Documents Ghazal Khalighinejad Defne Çirci L. C. Brinson Bhuwan Dhingra 19 2 0 01 Mar 2024
How Important is Domain Specificity in Language Models and Instruction Finetuning for Biomedical Relation Extraction? Aviv Brokman Ramakanth Kavuluru LM&MA ALM 29 3 0 21 Feb 2024
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction Qi Sun Kun Huang Xiaocui Yang Rong Tong Kun Zhang Soujanya Poria 21 18 0 24 Jan 2024
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction Qingyun Wang Zixuan Zhang Hongxiang Li Xuan Liu Jiawei Han Huimin Zhao Heng Ji 41 1 0 18 Jan 2024
An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction Urchade Zaratiana Nadi Tomeh Pierre Holat Thierry Charnois 36 15 0 02 Jan 2024
Comparison of pipeline, sequence-to-sequence, and GPT models for end-to-end relation extraction: experiments with the rare disease use-case Shashank Gupta Xuguang Ai Ramakanth Kavuluru 10 3 0 22 Nov 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 18 1 0 17 Oct 2023
Similarity-based Memory Enhanced Joint Entity and Relation Extraction Witold Ko'sciukiewicz Mateusz Wójcik Tomasz Kajdanowicz Adam Gonczarek 11 0 0 14 Jul 2023
Rethinking Document-Level Relation Extraction: A Reality Check Jing Li Yequan Wang Shuai Zhang Min Zhang 19 12 0 15 Jun 2023
Beyond Rule-based Named Entity Recognition and Relation Extraction for Process Model Generation from Natural Language Text Julian Neuberger Lars Ackermann Stefan Jablonski 13 10 0 06 May 2023
End-to-End $n$ -ary Relation Extraction for Combination Drug Therapies Yuhang Jiang Ramakanth Kavuluru 11 7 0 29 Mar 2023
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization Qianqian Xie Jiayu Zhou Yifan Peng Fei Wang HILM MedIm 34 10 0 15 Mar 2023
Structured information extraction from complex scientific text with fine-tuned large language models Alex Dunn John Dagdelen Nicholas Walker Sanghoon Lee Andrew S. Rosen Gerbrand Ceder Kristin A. Persson Anubhav Jain 14 89 0 10 Dec 2022
DORE: Document Ordered Relation Extraction based on Generative Framework Qipeng Guo Yuqing Yang Hang Yan Xipeng Qiu Zheng-Wei Zhang 57 7 0 28 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 43 70 0 23 Oct 2022
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining Renqian Luo Liai Sun Yingce Xia Tao Qin Sheng Zhang Hoifung Poon Tie-Yan Liu MedIm AI4CE LM&MA 34 784 0 19 Oct 2022
Joint Learning-based Causal Relation Extraction from Biomedical Literature Dongling Li Pengchao Wu Yuehu Dong Jinghang Gu Longhua Qian Guodong Zhou 11 5 0 02 Aug 2022
Modular Self-Supervision for Document-Level Relation Extraction Sheng Zhang Cliff Wong Naoto Usuyama Sarthak Jain Tristan Naumann Hoifung Poon AI4TS 11 6 0 11 Sep 2021
BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer Po-Ting Lai Zhiyong Lu MedIm 19 49 0 11 Jan 2021