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01/24/2023
The Semantic Scholar Open Data Platform
The volume of scientific output is creating an urgent need for automated...
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05/14/2022
ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts
Systems that can automatically define unfamiliar terms hold the promise ...
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04/22/2022
S2AMP: A High-Coverage Dataset of Scholarly Mentorship Inferred from Publications
Mentorship is a critical component of academia, but is not as visible as...
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03/16/2022
Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search
Abstractive summarization systems today produce fluent and relevant outp...
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08/07/2021
Reducing Annotating Load: Active Learning with Synthetic Images in Surgical Instrument Segmentation
Accurate instrument segmentation in endoscopic vision of robot-assisted ...
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03/12/2021
S2AND: A Benchmark and Evaluation System for Author Name Disambiguation
Author Name Disambiguation (AND) is the task of resolving which author m...
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06/11/2020
High-Precision Extraction of Emerging Concepts from Scientific Literature
Identification of new concepts in scientific literature can help power f...
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09/09/2019
Pretrained Language Models for Sequential Sentence Classification
As a step toward better document-level understanding, we explore classif...
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04/11/2019
Strong Baselines for Complex Word Identification across Multiple Languages
Complex Word Identification (CWI) is the task of identifying which words...
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02/20/2019