Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction

29 August 2018

Mari Ostendorf

Papers citing "Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction"

50 / 316 papers shown

Title
Semi-supervised Relation Extraction via Data Augmentation and Consistency-training Komal K. Teru 35 5 0 16 Jun 2023
SKG: A Versatile Information Retrieval and Analysis Framework for Academic Papers with Semantic Knowledge Graphs Yamei Tu Rui Qiu Hang Shen 27 2 0 07 Jun 2023
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers Xiaoyan Zhao Yang Deng Min Yang Lingzhi Wang Rui Zhang Hong Cheng W. Lam Ying Shen Ruifeng Xu KELM 24 27 0 03 Jun 2023
Jointprop: Joint Semi-supervised Learning for Entity and Relation Extraction with Heterogeneous Graph-based Propagation Yandan Zheng Anran Hao A. Luu 16 8 0 25 May 2023
ASPER: Answer Set Programming Enhanced Neural Network Models for Joint Entity-Relation Extraction Trung Hoang Le H. Cao Tran Cao Son 28 1 0 24 May 2023
Complex Mathematical Symbol Definition Structures: A Dataset and Model for Coordination Resolution in Definition Extraction Anna Martin-Boyle Andrew Head Kyle Lo Risham Sidhu Marti A. Hearst Dongyeop Kang 8 1 0 24 May 2023
BAND: Biomedical Alert News Dataset Z. Fu Meiru Zhang Zaiqiao Meng Yannan Shen David L. Buckeridge Nigel Collier 17 3 0 23 May 2023
SciMON: Scientific Inspiration Machines Optimized for Novelty Qingyun Wang Doug Downey Heng Ji Tom Hope LLMAG 31 61 0 23 May 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding Yu Zhang Hao Cheng Zhihong Shen Xiaodong Liu Yejiang Wang Jianfeng Gao 29 13 0 23 May 2023
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities Yuqi Zhu Xiaohan Wang Jing Chen Shuofei Qiao Yixin Ou Yunzhi Yao Shumin Deng Huajun Chen Ningyu Zhang LLMAG 38 110 0 22 May 2023
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization Z. Fu Yixuan Su Zaiqiao Meng Nigel Collier MedIm 27 3 0 22 May 2023
EnCore: Fine-Grained Entity Typing by Pre-Training Entity Encoders on Coreference Chains Frank Mtumbuka Steven Schockaert 42 0 0 22 May 2023
A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why? Aniket Pramanick Yufang Hou Saif M. Mohammad Iryna Gurevych 27 6 0 22 May 2023
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model Xiao Wang Wei Zhou Qi Zhang Jie Zhou Songyang Gao Junzhe Wang Menghan Zhang Xiang Gao Yunwen Chen Tao Gui 43 7 0 22 May 2023
RxnScribe: A Sequence Generation Model for Reaction Diagram Parsing Yujie Qian Jiang Guo Zhengkai Tu Connor W. Coley Regina Barzilay GNN 19 17 0 19 May 2023
DMDD: A Large-Scale Dataset for Dataset Mentions Detection Huitong Pan Qi Zhang Eduard Constantin Dragut Cornelia Caragea Longin Jan Latecki 16 10 0 19 May 2023
Decouple knowledge from parameters for plug-and-play language modeling Xin Cheng Yankai Lin Xiuying Chen Dongyan Zhao Rui Yan KELM 27 2 0 19 May 2023
InstructIE: A Bilingual Instruction-based Information Extraction Dataset Honghao Gui Shuofei Qiao Jintian Zhang Hongbin Ye Mengshu Sun Lei Liang Jeff Z. Pan Huajun Chen Ningyu Zhang 28 7 0 19 May 2023
Silver Syntax Pre-training for Cross-Domain Relation Extraction Elisa Bassignana Filip Ginter S. Pyysalo Rob van der Goot Barbara Plank LRM 22 4 0 18 May 2023
UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective Ping Yang Junyu Lu Ruyi Gan Junjie Wang Yuxiang Zhang Jiaxing Zhang Pingjian Zhang 15 11 0 17 May 2023
Easy-to-Hard Learning for Information Extraction Chang Gao Wenxuan Zhang Wai Lam Lidong Bing SyDa 32 11 0 16 May 2023
ORKG-Leaderboards: A Systematic Workflow for Mining Leaderboards as a Knowledge Graph Salomon Kabongo KABENAMUALU Jennifer D'Souza Sören Auer 33 18 0 10 May 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors Peng Li Tianxiang Sun Qiong Tang Hang Yan Yuanbin Wu Xuanjing Huang Technology SyDa 28 67 0 09 May 2023
Beyond Good Intentions: Reporting the Research Landscape of NLP for Social Good Fernando Gonzalez Zhijing Jin Bernhard Schölkopf Tom Hope Mrinmaya Sachan Rada Mihalcea 37 5 0 09 May 2023
HIORE: Leveraging High-order Interactions for Unified Entity Relation Extraction Yijun Wang Changzhi Sun Yuanbin Wu L. Li Junchi Yan Hao Zhou 14 2 0 07 May 2023
Extracting Blockchain Concepts from Text Rodrigo Veiga M. Endler V. D. Paiva 10 0 0 07 May 2023
Evaluating BERT-based Scientific Relation Classifiers for Scholarly Knowledge Graph Construction on Digital Library Collections Ming Jiang Jennifer D'Souza Sören Auer J. S. Downie 19 7 0 03 May 2023
GPT-RE: In-context Learning for Relation Extraction using Large Language Models Michele Focchi Fei Cheng Zhuoyuan Mao Qianying Liu Haiyue Song Jiwei Li Sadao Kurohashi LRM 41 90 0 03 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 52 47 0 02 May 2023
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction Chengyuan Liu Fubang Zhao Yangyang Kang Jingyuan Zhang Xiang Zhou Changlong Sun Kun Kuang Fei Wu 40 9 0 28 Apr 2023
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao Shikun Zhang ELM AI4MH 21 157 0 23 Apr 2023
CodeKGC: Code Language Model for Generative Knowledge Graph Construction Zhen Bi Jing Chen Yinuo Jiang Feiyu Xiong Wei Guo Huajun Chen Ningyu Zhang 11 36 0 18 Apr 2023
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction Xiao Wang Wei Zhou Can Zu Han Xia Tianze Chen ... Tao Gui Jihua Kang J. Yang Siyuan Li Chunsai Du 33 146 0 17 Apr 2023
SpanRE: Entities and Overlapping Relations Extraction Based on Spans and Entity Attention Hao Zhang 27 0 0 06 Apr 2023
CoCon: A Data Set on Combined Contextualized Research Artifact Use T. Saier Youxiang Dong Michael Färber 22 1 0 27 Mar 2023
unarXive 2022: All arXiv Publications Pre-Processed for NLP, Including Structured Full-Text and Citation Network T. Saier J. Krause Michael Färber 14 21 0 27 Mar 2023
DocRED-FE: A Document-Level Fine-Grained Entity And Relation Extraction Dataset Hao Wang Weimin Xiong Yifan Song Dawei Zhu Yu Xia Sujian Li 20 1 0 20 Mar 2023
NASA Science Mission Directorate Knowledge Graph Discovery Roelien C. Timmer F. S. Khoo Megan Mark Marcella Scoczynski Ribeiro Martins A. Berea Gregory Renard K. Bugbee 19 1 0 20 Mar 2023
SAINE: Scientific Annotation and Inference Engine of Scientific Research Susie Xi Rao Yi-Lin Tu P. Egger 17 1 0 28 Feb 2023
CiteSee: Augmenting Citations in Scientific Papers with Persistent and Personalized Historical Context Joseph Chee Chang Amy X. Zhang Jonathan Bragg Andrew Head Kyle Lo Doug Downey Daniel S. Weld 21 37 0 14 Feb 2023
Continual Pre-training of Language Models Zixuan Ke Yijia Shao Haowei Lin Tatsuya Konishi Gyuhak Kim Bin Liu CLL KELM 22 123 0 07 Feb 2023
Data Selection for Language Models via Importance Resampling Sang Michael Xie Shibani Santurkar Tengyu Ma Percy Liang 35 170 0 06 Feb 2023
Learning Optimal Features via Partial Invariance Moulik Choraria Ibtihal Ferwana Ankur Mani L. Varshney OOD 26 2 0 28 Jan 2023
Adapting a Language Model While Preserving its General Knowledge Zixuan Ke Yijia Shao Haowei Lin Hu Xu Lei Shu Bin Liu KELM CLL VLM 33 20 0 21 Jan 2023
A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis T. Shaik Xiaohui Tao Y. Li Christopher Dann Jacquie McDonald P. Redmond Linda Galligan 8 95 0 20 Jan 2023
ERNIE 3.0 Tiny: Frustratingly Simple Method to Improve Task-Agnostic Distillation Generalization Weixin Liu Xuyi Chen Jiaxiang Liu Shi Feng Yu Sun Hao Tian Hua-Hong Wu 27 1 0 09 Jan 2023
Universal Information Extraction as Unified Semantic Matching Jie Lou Yaojie Lu Dai Dai Wei Jia Hongyu Lin Xianpei Han Le Sun Hua-Hong Wu 28 69 0 09 Jan 2023
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract) Razvan-Alexandru Smadu George-Eduard Zaharia Andrei-Marius Avram Dumitru-Clementin Cercel M. Dascalu Florin-Catalin Pop BDL 15 1 0 30 Dec 2022
Sequence Generation with Label Augmentation for Relation Extraction Bo Li Dingyao Yu Wei Ye Jinglei Zhang Shikun Zhang VLM 31 18 0 29 Dec 2022
Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field Zixia Jia Zhaohui Yan Wenjuan Han Zilong Zheng Kewei Tu BDL 24 1 0 17 Dec 2022