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
Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers Arthur Brack Anett Hoppe Pascal Buschermöhle Ralph Ewerth 19 18 0 11 Feb 2021
An End-to-end Model for Entity-level Relation Extraction using Multi-instance Learning Markus Eberts A. Ulges 13 62 0 11 Feb 2021
CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models Yusheng Su Xu Han Yankai Lin Zhengyan Zhang Zhiyuan Liu Peng Li Jie Zhou Maosong Sun 11 10 0 07 Feb 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 83 83 0 30 Jan 2021
TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics Yufang Hou Charles Jochim Martin Gleize Francesca Bonin Debasis Ganguly 8 44 0 25 Jan 2021
Validating Label Consistency in NER Data Annotation Qingkai Zeng Mengxia Yu Wenhao Yu Tianwen Jiang Meng Jiang 14 11 0 21 Jan 2021
How to Train Your Agent to Read and Write Li Liu Mengge He Guanghui Xu Mingkui Tan Qi Wu DiffM 18 3 0 04 Jan 2021
A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition Houjin Yu Xian-Ling Mao Zewen Chi Wei Wei Heyan Huang 99 12 0 02 Jan 2021
Understood in Translation, Transformers for Domain Understanding Dimitrios Christofidellis Matteo Manica L. Georgopoulos Hans Vandierendonck MedIm 23 1 0 18 Dec 2020
Coarse-to-Fine Entity Representations for Document-level Relation Extraction Damai Dai Jingjing Ren Shuang Zeng Baobao Chang Zhifang Sui AI4TS 11 3 0 04 Dec 2020
Extracting COVID-19 Diagnoses and Symptoms From Clinical Text: A New Annotated Corpus and Neural Event Extraction Framework K. Lybarger Mari Ostendorf M. Thompson Meliha Yetisgen 6 45 0 02 Dec 2020
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification Juan Li Ruoxu Wang Ningyu Zhang Wen Zhang Fan Yang Huajun Chen VLM 9 39 0 30 Oct 2020
Generating Knowledge Graphs by Employing Natural Language Processing and Machine Learning Techniques within the Scholarly Domain D. Dessí Francesco Osborne Diego Reforgiato Recupero Davide Buscaldi Enrico Motta 17 79 0 28 Oct 2020
A Frustratingly Easy Approach for Entity and Relation Extraction Zexuan Zhong Danqi Chen 162 108 0 24 Oct 2020
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis Qingyun Wang Qi Zeng Lifu Huang Kevin Knight Heng Ji Nazneen Rajani 25 53 0 13 Oct 2020
Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model Ming Zheng Dinghan Shen Yelong Shen Weizhu Chen Lin Xiao SSL 16 4 0 12 Oct 2020
The Knowledge Graph for Macroeconomic Analysis with Alternative Big Data Yucheng Yang Yue Pang Guanhua Huang Weinan E 15 7 0 11 Oct 2020
Sentence, Phrase, and Triple Annotations to Build a Knowledge Graph of Natural Language Processing Contributions -- A Trial Dataset Jennifer D'Souza Sören Auer 6 8 0 09 Oct 2020
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers Tom Hope Aida Amini David Wadden Madeleine van Zuylen Sravanthi Parasa Eric Horvitz Daniel S. Weld Roy Schwartz Hannaneh Hajishirzi 24 29 0 08 Oct 2020
Understanding Clinical Trial Reports: Extracting Medical Entities and Their Relations Benjamin E. Nye Jay DeYoung Eric P. Lehman A. Nenkova Iain J. Marshall Byron C. Wallace 4 22 0 07 Oct 2020
DWIE: an entity-centric dataset for multi-task document-level information extraction Klim Zaporojets Johannes Deleu Chris Develder Thomas Demeester 20 58 0 26 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases G. Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 20 125 0 24 Sep 2020
Let's Stop Incorrect Comparisons in End-to-end Relation Extraction! Bruno Taillé Vincent Guigue Geoffrey Scoutheeten Patrick Gallinari 14 9 0 22 Sep 2020
Extracting Summary Knowledge Graphs from Long Documents Zeqiu Wu Rik Koncel-Kedziorski Mari Ostendorf Hannaneh Hajishirzi 35 15 0 19 Sep 2020
MatScIE: An automated tool for the generation of databases of methods and parameters used in the computational materials science literature Souradip Guha Ankan Mullick Jatin Agrawal Swetarekha Ram Samir Ghui Seung-Cheol Lee S. Bhattacharjee Pawan Goyal 16 15 0 15 Sep 2020
Improving Coreference Resolution by Leveraging Entity-Centric Features with Graph Neural Networks and Second-order Inference Lu Liu Zhenqiao Song Xiaoqing Zheng Jun He 7 6 0 10 Sep 2020
Relation/Entity-Centric Reading Comprehension Takeshi Onishi 16 0 0 27 Aug 2020
GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction Xinya Du Alexander M. Rush Claire Cardie 26 12 0 21 Aug 2020
Neural Modeling for Named Entities and Morphology (NEMO^2) Dan Bareket Reut Tsarfaty 16 31 0 30 Jul 2020
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 19 215 0 16 Jul 2020
Pynsett: A programmable relation extractor A. Cetoli 14 0 0 04 Jul 2020
NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature Jennifer D'Souza Sören Auer 9 16 0 23 Jun 2020
Extraction and Evaluation of Formulaic Expressions Used in Scholarly Papers Kenichi Iwatsuki Florian Boudin Akiko Aizawa 12 7 0 18 Jun 2020
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs Martin Schmitt Leonardo F. R. Ribeiro Philipp Dufter Iryna Gurevych Hinrich Schütze GNN 14 8 0 16 Jun 2020
The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain Annemarie Friedrich Heike Adel F. Tomazic Johannes Hingerl Renou Benteau Anika Maruscyk Lukas Lange 11 71 0 04 Jun 2020
Benchmarking BioRelEx for Entity Tagging and Relation Extraction Abhinav Bhatt Kaustubh D. Dhole 16 2 0 31 May 2020
A Scientific Information Extraction Dataset for Nature Inspired Engineering Ruben Kruiper J. Vincent Jessica Chen-Burger M. Desmulliez Ioannis Konstas 14 6 0 15 May 2020
In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts Ruben Kruiper J. Vincent Jessica Chen-Burger M. Desmulliez Ioannis Konstas 9 18 0 15 May 2020
SciREX: A Challenge Dataset for Document-Level Information Extraction Sarthak Jain Madeleine van Zuylen Hannaneh Hajishirzi Iz Beltagy 14 160 0 01 May 2020
Fact or Fiction: Verifying Scientific Claims David Wadden Shanchuan Lin Kyle Lo Lucy Lu Wang Madeleine van Zuylen Arman Cohan Hannaneh Hajishirzi HAI 8 426 0 30 Apr 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 37 2,352 0 23 Apr 2020
Dialogue-Based Relation Extraction Dian Yu Kai Sun Claire Cardie Dong Yu 11 131 0 17 Apr 2020
Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification Ming Jiang Jennifer D'Souza Sören Auer J. S. Downie 17 11 0 13 Apr 2020
Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction K. Lybarger Mari Ostendorf Meliha Yetisgen 16 68 0 11 Apr 2020
Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach David Schindler Benjamin Zapilko Frank Krüger 29 26 0 24 Mar 2020
The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources Jennifer D'Souza Anett Hoppe Arthur Brack M. Y. Jaradeh Sören Auer Ralph Ewerth AILaw 14 25 0 02 Mar 2020
Deeper Task-Specificity Improves Joint Entity and Relation Extraction Phil Crone 17 14 0 15 Feb 2020
Explaining Relationships Between Scientific Documents Kelvin Luu Xinyi Wu Rik Koncel-Kedziorski Kyle Lo Isabel Cachola Noah A. Smith 41 48 0 02 Feb 2020
Simultaneously Linking Entities and Extracting Relations from Biomedical Text Without Mention-level Supervision Trapit Bansal Pat Verga Neha Choudhary Andrew McCallum 15 7 0 02 Dec 2019
Generalizing Natural Language Analysis through Span-relation Representations Zhengbao Jiang Wenyuan Xu Jun Araki Graham Neubig 30 60 0 10 Nov 2019