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
Unsupervised Keyphrase Extraction via Interpretable Neural Networks Rishabh Joshi Vidhisha Balachandran Emily Saldanha M. Glenski Svitlana Volkova Yulia Tsvetkov SSL 8 1 0 15 Mar 2022
AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First -- Using Relation Extraction to Identify Entities Nicholas Popovic Walter Laurito Michael Färber 22 10 0 10 Mar 2022
Towards Effective Multi-Task Interaction for Entity-Relation Extraction: A Unified Framework with Selection Recurrent Network An Wang Ao Liu Hieu Hanh Le H. Yokota 24 7 0 15 Feb 2022
Epistemic AI platform accelerates innovation by connecting biomedical knowledge Emily Koo H. Bowling K. Ashworth D. Heeger Stefano Pacifico 21 1 0 27 Jan 2022
Neuro-Symbolic Entropy Regularization Kareem Ahmed Eric Wang Kai-Wei Chang Guy Van den Broeck 24 22 0 25 Jan 2022
Taxonomy Enrichment with Text and Graph Vector Representations Irina Nikishina M. Tikhomirov V. Logacheva Yuriy Nazarov Alexander Panchenko Natalia Loukachevitch 17 8 0 21 Jan 2022
Black-box Prompt Learning for Pre-trained Language Models Shizhe Diao Zhichao Huang Ruijia Xu Xuechun Li Yong Lin Xiao Zhou Tong Zhang VLM AAML 28 68 0 21 Jan 2022
Wiki to Automotive: Understanding the Distribution Shift and its impact on Named Entity Recognition Anmol Nayak Hariprasad Timmapathini OOD 12 3 0 01 Dec 2021
Easy Semantification of Bioassays Marco Anteghini Jennifer D'Souza V. A. M. D. Santos Sören Auer 20 4 0 30 Nov 2021
Merging Models with Fisher-Weighted Averaging Michael Matena Colin Raffel FedML MoMe 32 352 0 18 Nov 2021
Time Waits for No One! Analysis and Challenges of Temporal Misalignment Kelvin Luu Daniel Khashabi Suchin Gururangan Karishma Mandyam Noah A. Smith 22 85 0 14 Nov 2021
Towards Robust Knowledge Graph Embedding via Multi-task Reinforcement Learning Zhao Zhang Fuzhen Zhuang Hengshu Zhu Chao Li Hui Xiong Qing He Yongjun Xu 11 12 0 11 Nov 2021
A Survey on Neural-symbolic Learning Systems Dongran Yu Bo Yang Da Liu Hui Wang Shirui Pan 21 55 0 10 Nov 2021
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework Xingcheng Yao Yanan Zheng Xiaocong Yang Zhilin Yang 30 44 0 07 Nov 2021
EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation Anthony Colas A. Sadeghian Yue Wang D. Wang 18 21 0 30 Oct 2021
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora Xisen Jin Dejiao Zhang Henghui Zhu Wei Xiao Shang-Wen Li Xiaokai Wei Andrew O. Arnold Xiang Ren KELM CLL 28 110 0 16 Oct 2021
Identifying Causal Influences on Publication Trends and Behavior: A Case Study of the Computational Linguistics Community M. Glenski Svitlana Volkova CML AI4CE 16 1 0 15 Oct 2021
Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction Bruno Taillé Vincent Guigue Geoffrey Scoutheeten Patrick Gallinari 76 5 0 24 Sep 2021
Extracting Fine-Grained Knowledge Graphs of Scientific Claims: Dataset and Transformer-Based Results Ian H. Magnusson Scott E. Friedman 51 14 0 21 Sep 2021
Multi-Task Learning in Natural Language Processing: An Overview Shijie Chen Yu Zhang Qiang Yang AIMat 41 99 0 19 Sep 2021
Context-NER : Contextual Phrase Generation at Scale Himanshu Gupta Shreyas Verma Santosh Mashetty Swaroop Mishra 19 10 0 16 Sep 2021
Efficient Domain Adaptation of Language Models via Adaptive Tokenization Vin Sachidananda Jason S Kessler Yi-An Lai 16 35 0 15 Sep 2021
Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative Lucio Dery Paul Michel Ameet Talwalkar Graham Neubig CLL 28 35 0 15 Sep 2021
A system for information extraction from scientific texts in Russian E. Bruches A. Mezentseva Tatiana Batura 16 2 0 14 Sep 2021
Packed Levitated Marker for Entity and Relation Extraction Deming Ye Yankai Lin Peng Li Maosong Sun 138 106 0 13 Sep 2021
Augmented Abstractive Summarization With Document-LevelSemantic Graph Qiwei Bi Haoyuan Li Kun Lu Hanfang Yang 9 3 0 13 Sep 2021
Pattern-based Acquisition of Scientific Entities from Scholarly Article Titles Jennifer D'Souza Soeren Auer 17 11 0 01 Sep 2021
Automated Mining of Leaderboards for Empirical AI Research Salomon Kabongo KABENAMUALU Jennifer D'Souza Sören Auer 37 29 0 31 Aug 2021
A Partition Filter Network for Joint Entity and Relation Extraction Zhiheng Yan Chong Zhang Jinlan Fu Qi Zhang Zhongyu Wei 28 134 0 27 Aug 2021
A New Entity Extraction Method Based on Machine Reading Comprehension Xiaobo Jiang Kun He J. He Guan Yan 11 6 0 14 Aug 2021
Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery Jason Portenoy Marissa Radensky Jevin D. West Eric Horvitz Daniel S. Weld Tom Hope 92 31 0 12 Aug 2021
Multi-Scale Feature and Metric Learning for Relation Extraction Mi Zhang T. Qian 34 0 0 28 Jul 2021
UniRE: A Unified Label Space for Entity Relation Extraction Yijun Wang Changzhi Sun Yuanbin Wu Hao Zhou Lei Li Junchi Yan 6 112 0 09 Jul 2021
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution S. Verlinden Klim Zaporojets Johannes Deleu Thomas Demeester Chris Develder 22 23 0 05 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 12 198 0 28 Jun 2021
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains Yunzhi Yao Shaohan Huang Wenhui Wang Li Dong Furu Wei VLM ALM 18 46 0 25 Jun 2021
CitationIE: Leveraging the Citation Graph for Scientific Information Extraction Vijay Viswanathan Graham Neubig Pengfei Liu 15 34 0 03 Jun 2021
End-to-End NLP Knowledge Graph Construction Ishani Mondal Yufang Hou Charles Jochim 6 32 0 02 Jun 2021
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference T. Lai Heng Ji ChengXiang Zhai Quan Hung Tran 34 65 0 27 May 2021
CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding Dustin Wright Isabelle Augenstein 8 24 0 23 May 2021
Boosting Span-based Joint Entity and Relation Extraction via Squence Tagging Mechanism Bin Ji Shasha Li Jie Yu Jun Ma Huijun Liu 17 4 0 21 May 2021
A Comprehensive Attempt to Research Statement Generation Wenhao Wu Sujian Li 13 0 0 25 Apr 2021
SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts Arie Cattan Sophie Johnson Daniel S. Weld Ido Dagan Iz Beltagy Doug Downey Tom Hope 22 23 0 18 Apr 2021
MS2: Multi-Document Summarization of Medical Studies Jay DeYoung Iz Beltagy Madeleine van Zuylen Bailey Kuehl Lucy Lu Wang 10 107 0 13 Apr 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 194 0 22 Mar 2021
Leveraging Unlabeled Data for Entity-Relation Extraction through Probabilistic Constraint Satisfaction Kareem Ahmed Eric Wang Guy Van den Broeck Kai-Wei Chang NAI 11 2 0 20 Mar 2021
Mention-centered Graph Neural Network for Document-level Relation Extraction Jiaxin Pan Min Peng Yiyang Zhang GNN 27 3 0 15 Mar 2021
Self-supervised Regularization for Text Classification Meng Zhou Zechen Li P. Xie 18 15 0 09 Mar 2021
BERT-based knowledge extraction method of unstructured domain text Wang Zijia L. Ye Zhongkai Zhu 22 1 0 01 Mar 2021
Scaling Creative Inspiration with Fine-Grained Functional Aspects of Ideas Tom Hope Ronen Tamari Hyeonsu B Kang Daniel Hershcovich Joel Chan A. Kittur Dafna Shahaf 6 18 0 19 Feb 2021