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
MIST: a Large-Scale Annotated Resource and Neural Models for Functions of Modal Verbs in English Scientific Text Sophie Henning Nicole Macher Stefan Grünewald Annemarie Friedrich 11 2 0 14 Dec 2022
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks Zhongwei Wan Yichun Yin Wei Zhang Jiaxin Shi Lifeng Shang Guangyong Chen Xin Jiang Qun Liu VLM CLL 36 16 0 07 Dec 2022
STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet Extraction Shuo Liang Wei Wei Xian-Ling Mao Yuanyuan Fu Rui Fang Dangyang Chen 35 40 0 28 Nov 2022
Detecting Entities in the Astrophysics Literature: A Comparison of Word-based and Span-based Entity Recognition Methods Xiang Dai Sarvnaz Karimi 24 3 0 24 Nov 2022
Submission-Aware Reviewer Profiling for Reviewer Recommender System Omer Anjum Alok V. Kamatar Toby Liang Jinjun Xiong Wen-mei W. Hwu 6 1 0 08 Nov 2022
Query-based Instance Discrimination Network for Relational Triple Extraction Zeqi Tan Yongliang Shen Xuming Hu Wenqi Zhang Xiaoxia Cheng Weiming Lu Y. Zhuang ISeg 30 9 0 03 Nov 2022
Unsupervised Knowledge Graph Construction and Event-centric Knowledge Infusion for Scientific NLI Chenglin Wang Yucheng Zhou Guodong Long Xiaodong Wang Xiaowei Xu 22 2 0 27 Oct 2022
ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select Yuchen Zhuang Yinghao Li Jerry Junyang Cheung Yue Yu Yingjun Mou Xinyu Chen Le Song Chao Zhang 21 19 0 26 Oct 2022
Multilingual Relation Classification via Efficient and Effective Prompting Yuxuan Chen David Harbecke Leonhard Hennig LRM 21 11 0 25 Oct 2022
Span-based joint entity and relation extraction augmented with sequence tagging mechanism Bing Ji Shasha Li Hao Xu Jie Yu Jun Ma Huijun Liu Jing Yang 45 4 0 23 Oct 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 51 70 0 23 Oct 2022
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text Xianjun Yang Ya Zhuo Julia Zuo Xinlu Zhang Stephen D. Wilson Linda R. Petzold 32 11 0 22 Oct 2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction Zhen Wan Qianying Liu Zhuoyuan Mao Fei Cheng Sadao Kurohashi Jiwei Li 30 8 0 21 Oct 2022
Evidence > Intuition: Transferability Estimation for Encoder Selection Elisa Bassignana Max Müller-Eberstein Mike Zhang Barbara Plank 32 8 0 20 Oct 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study Xin Xu Xiang Chen Ningyu Zhang Xin Xie Xi Chen Huajun Chen 29 10 0 19 Oct 2022
Knowledge-Enhanced Relation Extraction Dataset Yucong Lin Hongming Xiao Jianing Liu Zichao Lin K. Lu Feifei Wang Wei Wei 27 0 0 19 Oct 2022
CrossRE: A Cross-Domain Dataset for Relation Extraction Elisa Bassignana Barbara Plank 14 26 0 17 Oct 2022
Continual Training of Language Models for Few-Shot Learning Zixuan Ke Haowei Lin Yijia Shao Hu Xu Lei Shu Bin Liu KELM BDL CLL 87 34 0 11 Oct 2022
Longtonotes: OntoNotes with Longer Coreference Chains Kumar Shridhar Nicholas Monath Raghuveer Thirukovalluru Alessandro Stolfo Manzil Zaheer Andrew McCallum Mrinmaya Sachan 27 3 0 07 Oct 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey Phillip Schneider Tim Schopf Juraj Vladika Mikhail Galkin Elena Simperl Florian Matthes 64 58 0 30 Sep 2022
Self-Distillation for Further Pre-training of Transformers Seanie Lee Minki Kang Juho Lee Sung Ju Hwang Kenji Kawaguchi 45 8 0 30 Sep 2022
TERMinator: A system for scientific texts processing E. Bruches O. Tikhobaeva Yana Dementyeva Tatiana Batura 28 1 0 29 Sep 2022
Generalizing through Forgetting -- Domain Generalization for Symptom Event Extraction in Clinical Notes Sitong Zhou K. Lybarger Meliha Yetisgen-Yildiz Mari Ostendorf 34 2 0 20 Sep 2022
A Review on Method Entities in the Academic Literature: Extraction, Evaluation, and Application Yuzhuo Wang Chengzhi Zhang Kai Li 30 20 0 08 Sep 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning Sheng Zhang Hao Cheng Jianfeng Gao Hoifung Poon 30 47 0 30 Aug 2022
SPOT: Knowledge-Enhanced Language Representations for Information Extraction Jiacheng Li Yannis Katsis Tyler Baldwin Ho-Cheol Kim Andrew Bartko Julian McAuley Chun-Nan Hsu 24 15 0 20 Aug 2022
A Two-Phase Paradigm for Joint Entity-Relation Extraction Bin Ji Hao Xu Jie Yu Shasha Li Jun Ma Yuke Ji Huijun Liu 24 2 0 18 Aug 2022
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach Yining Wang Mingzhe Chen Tao Luo Walid Saad Dusit Niyato H. Vincent Poor Shuguang Cui 21 127 0 17 Aug 2022
Multi-task Active Learning for Pre-trained Transformer-based Models Guy Rotman Roi Reichart 17 22 0 10 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 29 10 0 25 Jul 2022
Knowledge Representation in Digital Agriculture: A Step Towards Standardised Model Quoc Hung Ngo Mohand Tahar Kechadi Nhien-An Le-Khac 18 16 0 15 Jul 2022
Embedding Recycling for Language Models Jon Saad-Falcon Amanpreet Singh Luca Soldaini Mike DÁrcy Arman Cohan Doug Downey KELM 15 4 0 11 Jul 2022
Lessons from Deep Learning applied to Scholarly Information Extraction: What Works, What Doesn't, and Future Directions Raquib Bin Yousuf Subhodip Biswas K. K. Kaushal James W. Dunham Rebecca Gelles S. Muthiah Nathan Self P. Butler Naren Ramakrishnan 23 3 0 08 Jul 2022
Win-Win Cooperation: Bundling Sequence and Span Models for Named Entity Recognition Bin Ji Shasha Li Jie Yu Jun Ma Huijun Liu 27 2 0 07 Jul 2022
AANG: Automating Auxiliary Learning Lucio Dery Paul Michel M. Khodak Graham Neubig Ameet Talwalkar 41 9 0 27 May 2022
Overview of STEM Science as Process, Method, Material, and Data Named Entities Jennifer D'Souza 19 1 0 24 May 2022
The Diminishing Returns of Masked Language Models to Science Zhi Hong Aswathy Ajith Gregory Pauloski Eamon Duede Kyle Chard Ian Foster 38 25 0 23 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 27 12 0 14 May 2022
A Dataset for N-ary Relation Extraction of Drug Combinations Aryeh Tiktinsky Vijay Viswanathan Danna Niezni D. Azagury Y. Shamay Hillel Taub-Tabib Tom Hope Yoav Goldberg 29 18 0 04 May 2022
Few-Shot Document-Level Relation Extraction Nicholas Popovic Michael Färber 8 12 0 04 May 2022
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction Liyan Xu Jinho D. Choi 16 6 0 04 May 2022
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification Elisa Bassignana Barbara Plank 21 20 0 28 Apr 2022
Personal Research Knowledge Graphs Prantika Chakraborty Sudakshina Dutta Debarshi Kumar Sanyal 12 10 0 25 Apr 2022
Revise and Resubmit: An Intertextual Model of Text-based Collaboration in Peer Review Ilia Kuznetsov Jan Buchmann Max Eichler Iryna Gurevych KELM 13 33 0 22 Apr 2022
Sequence-Based Extractive Summarisation for Scientific Articles Soumya Sharma A. Meena 18 10 0 07 Apr 2022
Multilinguals at SemEval-2022 Task 11: Transformer Based Architecture for Complex NER Amit Pandey Swayatta Daw Vikram Pudi 22 3 0 05 Apr 2022
A sequence-to-sequence approach for document-level relation extraction John Giorgi Gary D. Bader Bo Wang 35 52 0 03 Apr 2022
Hierarchical Transformer Model for Scientific Named Entity Recognition Urchade Zaratiana Pierre Holat Nadi Tomeh Thierry Charnois 15 2 0 28 Mar 2022
Computer Science Named Entity Recognition in the Open Research Knowledge Graph Jennifer D'Souza Sören Auer 14 13 0 28 Mar 2022
The Digitalization of Bioassays in the Open Research Knowledge Graph Jennifer D'Souza A. Monteverdi Muhammad Haris Marco Anteghini K. Farfar M. Stocker V. A. M. D. Santos Sören Auer 14 0 0 28 Mar 2022