Who Gets Recommended? Investigating Gender, Race, and Country Disparities in Paper Recommendations from Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Tian, Yifan, Liu, Yixin, Bu, Yi, Liu, Jiqun |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Landscape of Data Reuse in Interactive Information Retrieval: Motivations, Sources, and Evaluation of Reusability
by: Jiang, Tianji, et al.
Published: (2024)
by: Jiang, Tianji, et al.
Published: (2024)
Improving Data Reusability in Interactive Information Retrieval: Insights from the Community
by: Jiang, Tianji, et al.
Published: (2025)
by: Jiang, Tianji, et al.
Published: (2025)
Facilitating Interdisciplinary Knowledge Transfer with Research Paper Recommender Systems
by: Cunningham, Eoghan, et al.
Published: (2023)
by: Cunningham, Eoghan, et al.
Published: (2023)
Recent Advances and Trends in Research Paper Recommender Systems: A Comprehensive Survey
by: Pinedo, Iratxe, et al.
Published: (2025)
by: Pinedo, Iratxe, et al.
Published: (2025)
Enhancing Academic Paper Recommendations Using Fine-Grained Knowledge Entities and Multifaceted Document Embeddings
by: Xi, Haixu, et al.
Published: (2026)
by: Xi, Haixu, et al.
Published: (2026)
The Unique Taste of LLMs for Papers: Potential issues in Using LLMs for Digital Library Document Recommendation Tasks
by: Tian, Yifan, et al.
Published: (2024)
by: Tian, Yifan, et al.
Published: (2024)
Missing vs. Unused Knowledge Hypothesis for Language Model Bottlenecks in Patent Understanding
by: Wu, Siyang, et al.
Published: (2025)
by: Wu, Siyang, et al.
Published: (2025)
Beyond Paper-to-Paper: Structured Profiling and Rubric Scoring for Paper-Reviewer Matching
by: Pan, Yicheng, et al.
Published: (2026)
by: Pan, Yicheng, et al.
Published: (2026)
Citation Recommendation based on Argumentative Zoning of User Queries
by: Ma, Shutian, et al.
Published: (2025)
by: Ma, Shutian, et al.
Published: (2025)
Tracing the Evolution of Word Embedding Techniques in Natural Language Processing
by: Nguyen, Minh Anh, et al.
Published: (2026)
by: Nguyen, Minh Anh, et al.
Published: (2026)
NovBench: Evaluating Large Language Models on Academic Paper Novelty Assessment
by: Wu, Wenqing, et al.
Published: (2026)
by: Wu, Wenqing, et al.
Published: (2026)
What Do Humanities Scholars Need? A User Model for Recommendation in Digital Archives
by: Atzenhofer-Baumgartner, Florian, et al.
Published: (2026)
by: Atzenhofer-Baumgartner, Florian, et al.
Published: (2026)
No Stupid Questions: An Analysis of Question Query Generation for Citation Recommendation
by: Zimmerman, Brian D., et al.
Published: (2025)
by: Zimmerman, Brian D., et al.
Published: (2025)
Challenges in Implementing a Recommender System for Historical Research in the Humanities
by: Atzenhofer-Baumgartner, Florian, et al.
Published: (2024)
by: Atzenhofer-Baumgartner, Florian, et al.
Published: (2024)
Using Bibliometrics to Detect Unconventional Authorship Practices and Examine Their Impact on Global Research Metrics, 2019-2023
by: Meho, Lokman I., et al.
Published: (2024)
by: Meho, Lokman I., et al.
Published: (2024)
Utilizing citation index and synthetic quality measure to compare Wikipedia languages across various topics
by: Lewoniewski, Włodzimierz, et al.
Published: (2025)
by: Lewoniewski, Włodzimierz, et al.
Published: (2025)
Enhancing Unsupervised Keyword Extraction in Academic Papers through Integrating Highlights with Abstract
by: Xiang, Yi, et al.
Published: (2026)
by: Xiang, Yi, et al.
Published: (2026)
Reproducibility and Artifact Consistency of the SIGIR 2022 Recommender Systems Papers Based on Message Passing
by: Dacrema, Maurizio Ferrari, et al.
Published: (2025)
by: Dacrema, Maurizio Ferrari, et al.
Published: (2025)
Benchmark for Evaluation and Analysis of Citation Recommendation Models
by: Maharjan, Puja
Published: (2024)
by: Maharjan, Puja
Published: (2024)
A Multistakeholder Approach to Value-Driven Co-Design of Recommender System Evaluation Metrics in Digital Archives
by: Atzenhofer-Baumgartner, Florian, et al.
Published: (2025)
by: Atzenhofer-Baumgartner, Florian, et al.
Published: (2025)
Value Identification in Multistakeholder Recommender Systems for Humanities and Historical Research: The Case of the Digital Archive Monasterium.net
by: Atzenhofer-Baumgartner, Florian, et al.
Published: (2024)
by: Atzenhofer-Baumgartner, Florian, et al.
Published: (2024)
Using General Large Language Models to Classify Mathematical Documents
by: Ion, Patrick D. F., et al.
Published: (2024)
by: Ion, Patrick D. F., et al.
Published: (2024)
A Three-stage Neuro-symbolic Recommendation Pipeline for Cultural Heritage Knowledge Graphs
by: Kutt, Krzysztof, et al.
Published: (2026)
by: Kutt, Krzysztof, et al.
Published: (2026)
Better Recommendations: Validating AI-generated Subject Terms Through LOC Linked Data Service
by: Tang, Kwok Leong, et al.
Published: (2025)
by: Tang, Kwok Leong, et al.
Published: (2025)
SurveyGen: Quality-Aware Scientific Survey Generation with Large Language Models
by: Bao, Tong, et al.
Published: (2025)
by: Bao, Tong, et al.
Published: (2025)
Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning
by: Susnjak, Teo, et al.
Published: (2024)
by: Susnjak, Teo, et al.
Published: (2024)
Legal Knowledge Graph Foundations, Part I: URI-Addressable Abstract Works (LRMoo F1 to schema.org)
by: de Martim, Hudson
Published: (2025)
by: de Martim, Hudson
Published: (2025)
Uncertain research country rankings. Should we continue producing uncertain rankings?
by: Rodriguez-Navarro, Alonso
Published: (2023)
by: Rodriguez-Navarro, Alonso
Published: (2023)
Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis
by: Yu, Jianxiang, et al.
Published: (2024)
by: Yu, Jianxiang, et al.
Published: (2024)
From Data Creator to Data Reuser: Distance Matters
by: Borgman, Christine L., et al.
Published: (2024)
by: Borgman, Christine L., et al.
Published: (2024)
Accessibility Gaps in U.S. Government Dashboards for Blind and Low-Vision Residents
by: Acharya, Chadani
Published: (2025)
by: Acharya, Chadani
Published: (2025)
ScienceDB AI: An LLM-Driven Agentic Recommender System for Large-Scale Scientific Data Sharing Services
by: Long, Qingqing, et al.
Published: (2026)
by: Long, Qingqing, et al.
Published: (2026)
Countries pushing the boundaries of knowledge: the US dominance, China rise, and the EU stagnation
by: Rodriguez-Navarro, Alonso
Published: (2024)
by: Rodriguez-Navarro, Alonso
Published: (2024)
High-Impact Innovations and Hidden Gender Disparities in Inventor-Evaluator Networks
by: Sowrirajan, Tara, et al.
Published: (2024)
by: Sowrirajan, Tara, et al.
Published: (2024)
iTRI-QA: a Toolset for Customized Question-Answer Dataset Generation Using Language Models for Enhanced Scientific Research
by: Liu, Qiming, et al.
Published: (2025)
by: Liu, Qiming, et al.
Published: (2025)
Automated Generation of Research Workflows from Academic Papers: A Full-text Mining Framework
by: Zhang, Heng, et al.
Published: (2025)
by: Zhang, Heng, et al.
Published: (2025)
When a Paper Has 1000 Authors: Rethinking Citation Metrics in the Era of LLMs
by: Guo, Weihang, et al.
Published: (2025)
by: Guo, Weihang, et al.
Published: (2025)
Mapping Research Productivity of BRICS Countries with Special Reference to Coronary Artery Disease (CAD): A Scientometric Study
by: Ahmad, Muneer
Published: (2025)
by: Ahmad, Muneer
Published: (2025)
Thanking the World: Exploring Gender-Based Differences in Acknowledgment Patterns and Support Systems in Theses
by: Lamba, Manika, et al.
Published: (2024)
by: Lamba, Manika, et al.
Published: (2024)
Overhead-free User-side Recommender Systems
by: Sato, Ryoma
Published: (2024)
by: Sato, Ryoma
Published: (2024)
Similar Items
-
The Landscape of Data Reuse in Interactive Information Retrieval: Motivations, Sources, and Evaluation of Reusability
by: Jiang, Tianji, et al.
Published: (2024) -
Improving Data Reusability in Interactive Information Retrieval: Insights from the Community
by: Jiang, Tianji, et al.
Published: (2025) -
Facilitating Interdisciplinary Knowledge Transfer with Research Paper Recommender Systems
by: Cunningham, Eoghan, et al.
Published: (2023) -
Recent Advances and Trends in Research Paper Recommender Systems: A Comprehensive Survey
by: Pinedo, Iratxe, et al.
Published: (2025) -
Enhancing Academic Paper Recommendations Using Fine-Grained Knowledge Entities and Multifaceted Document Embeddings
by: Xi, Haixu, et al.
Published: (2026)