Enriching Pre-trained Language Model with Entity Information for Relation Classification

20 May 2019

Papers citing "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

33 / 33 papers shown

Title
Enhancing Language Models for Financial Relation Extraction with Named Entities and Part-of-Speech Menglin Li Kwan Hui Lim 51 0 0 02 May 2024
On the Evolution of Knowledge Graphs: A Survey and Perspective Xuhui Jiang Chengjin Xu Yinghan Shen Xun Sun Lumingyuan Tang Saizhuo Wang Zhongwu Chen Yuanzhuo Wang Jian Guo 35 8 0 07 Oct 2023
A ModelOps-based Framework for Intelligent Medical Knowledge Extraction Hongxin Ding Peinie Zou Zhiyuan Wang Junfeng Zhao Yasha Wang Qiang Zhou 27 0 0 04 Oct 2023
Open Set Relation Extraction via Unknown-Aware Training Jun Zhao Xin Zhao Wenyu Zhan Qi Zhang Tao Gui Zhongyu Wei Yunwen Chen Xiang Gao Xuanjing Huang 38 1 0 08 Jun 2023
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling Yurun Song Santiago Miret Bang Liu 33 30 0 14 May 2023
BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph Construction and Analysis Ayoub Harnoune Maryem Rhanoui M. Mikram Siham Yousfi Zineb Elkaimbillah B. E. Asri 16 77 0 21 Apr 2023
Learning to Substitute Ingredients in Recipes Bahare Fatemi Quentin Duval Rohit Girdhar M. Drozdzal Adriana Romero Soriano 29 7 0 15 Feb 2023
Learning with Silver Standard Data for Zero-shot Relation Extraction Tianyi Wang Jianwei Wang Ziqian Zeng 32 2 0 25 Nov 2022
TERMinator: A system for scientific texts processing E. Bruches O. Tikhobaeva Yana Dementyeva Tatiana Batura 52 1 0 29 Sep 2022
TAGPRIME: A Unified Framework for Relational Structure Extraction I-Hung Hsu Kuan-Hao Huang Shuning Zhang Wen-Huang Cheng Premkumar Natarajan Kai-Wei Chang Nanyun Peng 16 11 0 25 May 2022
Summarization as Indirect Supervision for Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 65 52 0 19 May 2022
ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts Sonia K. Murthy Kyle Lo Daniel King Chandra Bhagavatula Bailey Kuehl Sophie Johnson Jon Borchardt Daniel S. Weld Tom Hope Doug Downey 40 12 0 14 May 2022
It Takes Two Flints to Make a Fire: Multitask Learning of Neural Relation and Explanation Classifiers Zheng Tang Mihai Surdeanu 27 6 0 25 Apr 2022
Improving Persian Relation Extraction Models by Data Augmentation M. S. Sartakhti Romina Etezadi M. Shamsfard 26 2 0 29 Mar 2022
Knowledge-Augmented Language Models for Cause-Effect Relation Classification Pedram Hosseini David A. Broniatowski Mona T. Diab CML 23 18 0 16 Dec 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 83 1,039 0 01 Nov 2021
WRENCH: A Comprehensive Benchmark for Weak Supervision Jieyu Zhang Yue Yu Yinghao Li Yujing Wang Yaming Yang Mao Yang Alexander Ratner 22 111 0 23 Sep 2021
A system for information extraction from scientific texts in Russian E. Bruches A. Mezentseva Tatiana Batura 29 2 0 14 Sep 2021
NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction Yi Sun Yu Zheng Chao Hao Hangping Qiu VLM 41 37 0 08 Sep 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Z Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 26 154 0 07 Jul 2021
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports Saahil Jain Ashwin Agrawal A. Saporta Steven QH Truong D. Duong ... Yuhao Zhang M. Lungren A. Ng C. Langlotz Pranav Rajpurkar MedIm 26 201 0 28 Jun 2021
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition Shengfei Lyu Xingyu Wu Jinlong Li Qiuju Chen Huanhuan Chen 35 5 0 19 May 2021
Multi-view Inference for Relation Extraction with Uncertain Knowledge Bo Li Wei Ye Canming Huang Shikun Zhang 36 19 0 28 Apr 2021
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Xiang Chen Ningyu Zhang Xin Xie Shumin Deng Yunzhi Yao Chuanqi Tan Fei Huang Luo Si Huajun Chen 38 402 0 15 Apr 2021
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning Chih-Yao Chen Cheng-Te Li 29 94 0 10 Apr 2021
ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context Md. Ahsanul Kabir Typer Phillips Xiao Luo M. Hasan 27 2 0 04 Apr 2021
A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task Yuncong Li Fang Wang Wei Zhang Shengtao Zhong Cunxiang Yin Yancheng He 17 21 0 29 Mar 2021
GDPNet: Refining Latent Multi-View Graph for Relation Extraction Fuzhao Xue Aixin Sun Hao Zhang Eng Siong Chng 26 86 0 12 Dec 2020
Causal BERT : Language models for causality detection between events expressed in text Vivek Khetan Roshni Ramnani M. Anand Shubhashis Sengupta Andrew E.Fano 22 44 0 10 Dec 2020
Novel Keyword Extraction and Language Detection Approaches M. Pikies Andronicus Riyono Junade Ali 11 0 0 24 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 40 125 0 24 Sep 2020
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction Xu Han Tianyu Gao Yankai Lin Hao Peng Yaoliang Yang Chaojun Xiao Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 29 132 0 07 Apr 2020
Generalizing Natural Language Analysis through Span-relation Representations Zhengbao Jiang Wenyuan Xu Jun Araki Graham Neubig 33 60 0 10 Nov 2019