Title
A Dataset of Alt Texts from HCI Publications: Analyses and Uses Towards Producing More Descriptive Alt Texts of Data Visualizations in Scientific Papers S. Chintalapati Jonathan Bragg Lucy Lu Wang 46 20 0 27 Sep 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
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 32 10 0 25 Jul 2022
Complementary artificial intelligence designed to augment human discovery J. Sourati James A. Evans HAI 11 1 0 02 Jul 2022
Research Topic Flows in Co-Authorship Networks Bastian Schafermeier Johannes Hirth Tom Hanika 20 10 0 16 Jun 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 170 334 0 25 May 2022
Overview of STEM Science as Process, Method, Material, and Data Named Entities Jennifer D'Souza 19 1 0 24 May 2022
Scim: Intelligent Skimming Support for Scientific Papers Raymond Fok Hita Kambhamettu Luca Soldaini Jonathan Bragg Kyle Lo Andrew Head Marti A. Hearst Daniel S. Weld 18 36 0 09 May 2022
Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning Angelo Ziletti Alan Akbik Christoph Berns T. Herold Marion Legler Martina Viell MedIm 11 8 0 01 May 2022
Mapping Research Trajectories Bastian Schafermeier Gerd Stumme Tom Hanika 16 0 0 25 Apr 2022
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model Hongyi Yuan Zheng Yuan Ruyi Gan Jiaxing Zhang Yutao Xie Sheng Yu LM&MA 33 123 0 08 Apr 2022
Assessment of contextualised representations in detecting outcome phrases in clinical trials Micheal Abaho Danushka Bollegala P. Williamson S. Dodd 19 8 0 13 Feb 2022
Automatic Related Work Generation: A Meta Study Xiangci Li Jessica Ouyang 20 10 0 06 Jan 2022
Triple Classification for Scholarly Knowledge Graph Completion M. Y. Jaradeh Kuldeep Singh M. Stocker Sören Auer 13 12 0 23 Nov 2021
Improving the robustness and accuracy of biomedical language models through adversarial training M. Moradi Matthias Samwald AAML OOD MedIm 45 10 0 16 Nov 2021
Time Waits for No One! Analysis and Challenges of Temporal Misalignment Kelvin Luu Daniel Khashabi Suchin Gururangan Karishma Mandyam Noah A. Smith 27 85 0 14 Nov 2021
Cross-Lingual Citations in English Papers: A Large-Scale Analysis of Prevalence, Usage, and Impact T. Saier Michael Färber Tornike Tsereteli 23 9 0 07 Nov 2021
Masader: Metadata Sourcing for Arabic Text and Speech Data Resources Zaid Alyafeai Maraim Masoud Mustafa Ghaleb Maged S. Al-Shaibani 44 25 0 13 Oct 2021
Systematic Inequalities in Language Technology Performance across the World's Languages Damián E. Blasi Antonios Anastasopoulos Graham Neubig 127 131 0 13 Oct 2021
MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction Tanishq Gupta Mohd Zaki N. M. A. Krishnan Mausam 44 177 0 30 Sep 2021
Towards Explainable Scientific Venue Recommendations Bastian Schafermeier Gerd Stumme Tom Hanika 10 1 0 21 Sep 2021
LG4AV: Combining Language Models and Graph Neural Networks for Author Verification Maximilian Stubbemann Gerd Stumme 10 3 0 03 Sep 2021
Pattern-based Acquisition of Scientific Entities from Scholarly Article Titles Jennifer D'Souza Soeren Auer 22 11 0 01 Sep 2021
Estimating Graph Dimension with Cross-validated Eigenvalues Fan Chen S. Roch Karl Rohe Shuqi Yu 27 12 0 06 Aug 2021
Tab2Know: Building a Knowledge Base from Tables in Scientific Papers B. Kruit Hongyu Hè Jacopo Urbani LMTD 28 7 0 28 Jul 2021
Trans4E: Link Prediction on Scholarly Knowledge Graphs M. Nayyeri Gökce Müge Çil S. Vahdati Francesco Osborne Mahfuzur Rahman ... Angelo Salatino Diego Reforgiato Recupero Nadezhda Vassilyeva Enrico Motta Jens Lehmann 23 58 0 03 Jul 2021
Leveraging Domain Agnostic and Specific Knowledge for Acronym Disambiguation Qiwei Zhong Guanxiong Zeng Danqing Zhu Yang Zhang Wangli Lin Ben Chen Jiayu Tang 14 11 0 01 Jul 2021
The Values Encoded in Machine Learning Research Abeba Birhane Pratyusha Kalluri Dallas Card William Agnew Ravit Dotan Michelle Bao 32 274 0 29 Jun 2021
Linguistically Informed Masking for Representation Learning in the Patent Domain Sophia Althammer Mark Buckley Sebastian Hofstatter Allan Hanbury 37 11 0 10 Jun 2021
End-to-End NLP Knowledge Graph Construction Ishani Mondal Yufang Hou Charles Jochim 14 32 0 02 Jun 2021
VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups Zejiang Shen Kyle Lo Lucy Lu Wang Bailey Kuehl Daniel S. Weld Doug Downey VLM 16 34 0 01 Jun 2021
Determining the Credibility of Science Communication Isabelle Augenstein 11 4 0 30 May 2021
An Explanatory Query-Based Framework for Exploring Academic Expertise O. Cocarascu A. McLean Paul French Francesca Toni 11 0 0 28 May 2021
CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding Dustin Wright Isabelle Augenstein 16 24 0 23 May 2021
A Measure of Research Taste V. Koltun David Hafner 4 1 0 17 May 2021
Including Signed Languages in Natural Language Processing Kayo Yin Amit Moryossef J. Hochgesang Yoav Goldberg Malihe Alikhani 9 111 0 11 May 2021
Improving the Accessibility of Scientific Documents: Current State, User Needs, and a System Solution to Enhance Scientific PDF Accessibility for Blind and Low Vision Users Lucy Lu Wang Isabel Cachola Jonathan Bragg Evie (Yu-Yen) Cheng Chelsea Hess Haupt Matt Latzke Bailey Kuehl Madeleine van Zuylen Linda M. Wagner Daniel S. Weld 18 33 0 30 Apr 2021
What Makes a Scientific Paper be Accepted for Publication? Panagiotis Fytas Georgios Rizos Lucia Specia 21 10 0 14 Apr 2021
MS2: Multi-Document Summarization of Medical Studies Jay DeYoung Iz Beltagy Madeleine van Zuylen Bailey Kuehl Lucy Lu Wang 15 107 0 13 Apr 2021
On the Impact of Knowledge-based Linguistic Annotations in the Quality of Scientific Embeddings Andrés García-Silva R. Denaux José Manuél Gómez-Pérez 39 3 0 13 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 35 51 0 12 Apr 2021
Paragraph-level Simplification of Medical Texts Ashwin Devaraj Iain J. Marshall Byron C. Wallace J. Li MedIm 14 90 0 12 Apr 2021
Accelerating science with human versus alien artificial intelligences J. Sourati James A. Evans 11 6 0 12 Apr 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 196 0 22 Mar 2021
A bibliometric analysis of citation diversity in accessibility and HCI research Lucy Lu Wang Kelly Avery Mack Emma J. McDonnell D. Jain Leah Findlater Jon E. Froehlich 13 11 0 11 Mar 2021
OAG-BERT: Towards A Unified Backbone Language Model For Academic Knowledge Services Xiao Liu Da Yin Jingnan Zheng Xingjian Zhang Peng-Zhen Zhang Hongxia Yang Yuxiao Dong Jie Tang VLM 32 30 0 03 Mar 2021
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies Gabriele Pergola E. Kochkina Lin Gui Maria Liakata Yulan He 88 31 0 16 Feb 2021
Making Paper Reviewing Robust to Bid Manipulation Attacks Ruihan Wu Chuan Guo Felix Wu Rahul Kidambi L. V. D. van der Maaten Kilian Q. Weinberger AAML 21 24 0 09 Feb 2021
Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method? Andrés García-Silva José Manuél Gómez-Pérez 19 11 0 20 Jan 2021
Self-Supervised Learning for Visual Summary Identification in Scientific Publications Shintaro Yamamoto Anne Lauscher Simone Paolo Ponzetto Goran Glavavs Shigeo Morishima SSL 12 3 0 21 Dec 2020