Title
Longitudinal Citation Prediction using Temporal Graph Neural Networks Andreas Nugaard Holm Barbara Plank Dustin Wright Isabelle Augenstein 14 16 0 10 Dec 2020
Open4Business(O4B): An Open Access Dataset for Summarizing Business Documents Amanpreet Singh Niranjan Balasubramanian VLM 16 0 0 15 Nov 2020
Investigation of BERT Model on Biomedical Relation Extraction Based on Revised Fine-tuning Mechanism P. Su K. Vijay-Shanker 23 20 0 01 Nov 2020
A New Neural Search and Insights Platform for Navigating and Organizing AI Research Marzieh Fadaee Olga Gureenkova Fernando Rejon Barrera Carsten Schnober W. Weerkamp Jakub Zavrel 11 7 0 30 Oct 2020
Topic Space Trajectories: A case study on machine learning literature Bastian Schafermeier Gerd Stumme Tom Hanika 27 6 0 23 Oct 2020
TweetBERT: A Pretrained Language Representation Model for Twitter Text Analysis Mohiuddin Md Abdul Qudar Vijay K. Mago SSeg 28 34 0 17 Oct 2020
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis Qingyun Wang Qi Zeng Lifu Huang Kevin Knight Heng Ji Nazneen Rajani 25 54 0 13 Oct 2020
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition Yun He Ziwei Zhu Yin Zhang Qin Chen James Caverlee AI4MH 30 108 0 08 Oct 2020
PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge Yun He Zhuoer Wang Yin Zhang Ruihong Huang James Caverlee 10 22 0 08 Oct 2020
Simplicial Neural Networks Stefania Ebli M. Defferrard Gard Spreemann GNN 14 124 0 07 Oct 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 22 125 0 24 Sep 2020
Elsevier OA CC-By Corpus Daniel James Kershaw R. Koeling OffRL 19 7 0 03 Aug 2020
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature Colby Wise V. Ioannidis Miguel Calvo Rebollar Xiang Song George D. Price Ninad Kulkarni Ryan Brand Parminder Bhatia George Karypis 8 68 0 24 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
NLPContributions: An Annotation Scheme for Machine Reading of Scholarly Contributions in Natural Language Processing Literature Jennifer D'Souza Sören Auer 17 16 0 23 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
High-Precision Extraction of Emerging Concepts from Scientific Literature Daniel King Doug Downey Daniel S. Weld 13 11 0 11 Jun 2020
A Survey and Annotated Bibliography of Workflow Scheduling in Computing Infrastructures: Community, Keyword, and Article Reviews -- Extended Technical Report L. Versluis Alexandru Iosup 8 1 0 21 Apr 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers Arman Cohan Sergey Feldman Iz Beltagy Doug Downey Daniel S. Weld AI4TS 13 534 0 15 Apr 2020
Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification Ming Jiang Jennifer D'Souza Sören Auer J. S. Downie 22 11 0 13 Apr 2020
SciWING -- A Software Toolkit for Scientific Document Processing Abhinav Ramesh Kashyap Min-Yen Kan 18 5 0 08 Apr 2020
Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction Tara Safavi Danai Koutra Edgar Meij 12 5 0 02 Apr 2020
LIMEADE: From AI Explanations to Advice Taking Benjamin Charles Germain Lee Doug Downey Kyle Lo Daniel S. Weld 116 5 0 09 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 22 25 0 02 Mar 2020
GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers Fabio Massimo Zanzotto V. Bono P. Vocca Andrea Santilli D. Croce G. Gambosi R. Basili 6 1 0 28 Feb 2020
S2ORC: The Semantic Scholar Open Research Corpus Kyle Lo Lucy Lu Wang Mark Neumann Rodney Michael Kinney Daniel S. Weld OffRL AI4CE 32 10 0 07 Nov 2019
Fine-Grained Object Detection over Scientific Document Images with Region Embeddings Ankur Goswami Joshua McGrath S. Peters Theodoros Rekatsinas ObjD 19 3 0 28 Oct 2019
Conflict and Cooperation: AI Research and Development in terms of the Economy of Conventions David Solans Christopher Tauchmann Aideen Farrell Karolin Kappler Hans-Hendrik Huber Carlos Castillo Kristian Kersting 19 0 0 17 Oct 2019
Knowledge-based Biomedical Data Science 2019 Tiffany J. Callahan Harrison Pielke-Lombardo Ignacio J. Tripodi Lawrence E. Hunter AI4CE 21 36 0 08 Oct 2019
Look, Read and Enrich. Learning from Scientific Figures and their Captions José Manuél Gómez-Pérez Raúl Ortega 12 11 0 19 Sep 2019
Learning Dynamic Author Representations with Temporal Language Models E. Delasalles Sylvain Lamprier Ludovic Denoyer 24 9 0 11 Sep 2019
Pretrained Language Models for Sequential Sentence Classification Arman Cohan Iz Beltagy Daniel King Bhavana Dalvi Daniel S. Weld 24 128 0 09 Sep 2019
Sentence-Level Content Planning and Style Specification for Neural Text Generation Xinyu Hua Lu Wang 27 50 0 02 Sep 2019
Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction Yufang Hou Charles Jochim Martin Gleize Francesca Bonin Debasis Ganguly 11 91 0 21 Jun 2019
The Workflow Trace Archive: Open-Access Data from Public and Private Computing Infrastructures -- Technical Report L. Versluis Roland Mathá Sacheendra Talluri T. Hegeman R.-C. Prodan Ewa Deelman Alexandru Iosup 14 36 0 18 Jun 2019
Soft Marginal TransE for Scholarly Knowledge Graph Completion M. Nayyeri S. Vahdati Jens Lehmann H. S. Yazdi 9 14 0 27 Apr 2019
Text Generation from Knowledge Graphs with Graph Transformers Rik Koncel-Kedziorski Dhanush Bekal Yi Luan Mirella Lapata Hannaneh Hajishirzi 19 326 0 04 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 13 2,908 0 26 Mar 2019
ReviewerNet: Visualizing Citation and Authorship Relations for Finding Reviewers M. Salinas D. Giorgi Paolo Cignoni 11 1 0 19 Mar 2019
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing Mark Neumann Daniel King Iz Beltagy Bridger Waleed Ammar 16 677 0 20 Feb 2019
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 41 664 0 29 Aug 2018
Ontology Alignment in the Biomedical Domain Using Entity Definitions and Context Lucy Lu Wang Chandra Bhagavatula Mark Neumann Kyle Lo Christopher Wilhelm Bridger Waleed Ammar 8 50 0 20 Jun 2018