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07/27/2023
RCT Rejection Sampling for Causal Estimation Evaluation
Confounding is a significant obstacle to unbiased estimation of causal e...
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04/30/2023
S2abEL: A Dataset for Entity Linking from Scientific Tables
Entity linking (EL) is the task of linking a textual mention to its corr...
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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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11/23/2022
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations
Learned representations of scientific documents can serve as valuable in...
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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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11/16/2021
Literature-Augmented Clinical Outcome Prediction
Predictive models for medical outcomes hold great promise for enhancing ...
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08/11/2021
Overview of the TREC 2020 Fair Ranking Track
This paper provides an overview of the NIST TREC 2020 Fair Ranking track...
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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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03/03/2021
Simplified Data Wrangling with ir_datasets
Managing the data for Information Retrieval (IR) experiments can be chal...
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11/02/2020
ABNIRML: Analyzing the Behavior of Neural IR Models
Numerous studies have demonstrated the effectiveness of pretrained conte...
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04/15/2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers
Representation learning is a critical ingredient for natural language pr...
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04/15/2020
Document-level Representation Learning using Citation-informed Transformers
Representation learning is a critical ingredient for natural language pr...
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05/14/2018
Citation Count Analysis for Papers with Preprints
We explore the degree to which papers prepublished on arXiv garner more ...
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05/06/2018
Construction of the Literature Graph in Semantic Scholar
We describe a deployed scalable system for organizing published scientif...
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02/22/2018
Content-Based Citation Recommendation
We present a content-based method for recommending citations in an acade...
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07/21/2011