The Unique Taste of LLMs for Papers: Potential issues in Using LLMs for Digital Library Document Recommendation Tasks
Fuente:
arXiv
Saved in:
| Main Authors: | Tian, Yifan, Liu, Yixin, Bu, Yi |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Who Gets Recommended? Investigating Gender, Race, and Country Disparities in Paper Recommendations from Large Language Models
by: Tian, Yifan, et al.
Published: (2024)
by: Tian, Yifan, et al.
Published: (2024)
Transforming Role Classification in Scientific Teams Using LLMs and Advanced Predictive Analytics
by: Seo, Wonduk, et al.
Published: (2025)
by: Seo, Wonduk, et al.
Published: (2025)
Towards the relationship between AIGC in manuscript writing and author profiles: evidence from preprints in LLMs
by: Liu, Jialin, et al.
Published: (2024)
by: Liu, Jialin, et al.
Published: (2024)
Dynamic disruption index across citation and cited references windows: Recommendations for thresholds in research evaluation
by: Chen, Hongkan, et al.
Published: (2025)
by: Chen, Hongkan, et al.
Published: (2025)
Chatting with Papers: A Hybrid Approach Using LLMs and Knowledge Graphs
by: Tykhonov, Vyacheslav, et al.
Published: (2025)
by: Tykhonov, Vyacheslav, et al.
Published: (2025)
Structuring Authenticity Assessments on Historical Documents using LLMs
by: Schimmenti, Andrea, et al.
Published: (2024)
by: Schimmenti, Andrea, et al.
Published: (2024)
Political Hegemony, Imitation Isomorphism, and Project Familiarity: Instrumental Variables to Understand Funding Impact on Scholar Performance
by: Ding, Yang, et al.
Published: (2024)
by: Ding, Yang, et al.
Published: (2024)
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)
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)
CiteGuard: Faithful Citation Attribution for LLMs via Retrieval-Augmented Validation
by: Choi, Yee Man, et al.
Published: (2025)
by: Choi, Yee Man, et al.
Published: (2025)
Understanding Teams and Productivity in Information Retrieval Research (2000-2018): Academia, Industry, and Cross-Community Collaborations
by: Lei, Jiaqi, et al.
Published: (2024)
by: Lei, Jiaqi, et al.
Published: (2024)
A Semantic Geometry for Uncovering Paradigm Dynamics via Scientific Publications
by: Liu, Jinchang, et al.
Published: (2026)
by: Liu, Jinchang, et al.
Published: (2026)
From Paper to Structured JSON: An Agentic Workflow for Compliant BMR Digital Transformation
by: Agarwal, Bhavik, et al.
Published: (2025)
by: Agarwal, Bhavik, et al.
Published: (2025)
LLMs Have Made Failure Worth Publishing
by: Lee, Sungmin
Published: (2026)
by: Lee, Sungmin
Published: (2026)
Use of LLMs in preparing accessible scientific papers
by: Doami, Allison, et al.
Published: (2025)
by: Doami, Allison, et al.
Published: (2025)
The Unique Citing Documents Journal Impact Factor (Uniq-JIF) as a Supplement for the standard Journal Impact Factor
by: Shen, Zhesi, et al.
Published: (2024)
by: Shen, Zhesi, et al.
Published: (2024)
Understanding discrepancies in the coverage of OpenAlex: the case of China
by: Zheng, Mengxue, et al.
Published: (2025)
by: Zheng, Mengxue, et al.
Published: (2025)
ChatGPT "contamination": estimating the prevalence of LLMs in the scholarly literature
by: Gray, Andrew
Published: (2024)
by: Gray, Andrew
Published: (2024)
Facilitating Interdisciplinary Knowledge Transfer with Research Paper Recommender Systems
by: Cunningham, Eoghan, et al.
Published: (2023)
by: Cunningham, Eoghan, et al.
Published: (2023)
Libraries, Digital Libraries, and Data: Forty years, Four Challenges
by: Borgman, Christine L.
Published: (2025)
by: Borgman, Christine L.
Published: (2025)
Data Discovery using LLMs -- A Study of Data User Behaviour
by: Kreutz, Christin Katharina, et al.
Published: (2025)
by: Kreutz, Christin Katharina, et al.
Published: (2025)
Requirements for a Digital Library System: A Case Study in Digital Humanities (Technical Report)
by: Kroll, Hermann, et al.
Published: (2024)
by: Kroll, Hermann, et al.
Published: (2024)
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)
Can LLMs Predict Citation Intent? An Experimental Analysis of In-context Learning and Fine-tuning on Open LLMs
by: Koloveas, Paris, et al.
Published: (2025)
by: Koloveas, Paris, et al.
Published: (2025)
From data to corpus: semiotic and documentary issues in audiovisual archives
by: Stockinger, Peter
Published: (2025)
by: Stockinger, Peter
Published: (2025)
Usefulness of LLMs as an Author Checklist Assistant for Scientific Papers: NeurIPS'24 Experiment
by: Goldberg, Alexander, et al.
Published: (2024)
by: Goldberg, Alexander, et al.
Published: (2024)
Mapping the Increasing Use of LLMs in Scientific Papers
by: Liang, Weixin, et al.
Published: (2024)
by: Liang, Weixin, et al.
Published: (2024)
The Sixth Generation of the Perseus Digital Library and a Workflow for Open Philology -- DRAFT
by: Crane, Gregory, et al.
Published: (2024)
by: Crane, Gregory, et al.
Published: (2024)
First Workshop on Building Innovative Research Systems for Digital Libraries (BIRDS 2025)
by: Kreutz, Christin Katharina, et al.
Published: (2025)
by: Kreutz, Christin Katharina, et al.
Published: (2025)
Paper self-citation: An unexplored phenomenon
by: Haunschild, Robin, et al.
Published: (2025)
by: Haunschild, Robin, et al.
Published: (2025)
How much are LLMs changing the language of academic papers after ChatGPT? A multi-database and full text analysis
by: Kousha, Kayvan, et al.
Published: (2025)
by: Kousha, Kayvan, et al.
Published: (2025)
Multimodal LLMs for OCR, OCR Post-Correction, and Named Entity Recognition in Historical Documents
by: Greif, Gavin, et al.
Published: (2025)
by: Greif, Gavin, et al.
Published: (2025)
Opening Pandora's box: Paper mills in conference proceedings
by: Abalkina, Anna, et al.
Published: (2026)
by: Abalkina, Anna, et al.
Published: (2026)
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)
Scilit with the Integrated Impact Indicator Assessment
by: Dong, Haochen, et al.
Published: (2026)
by: Dong, Haochen, 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)
PreprintToPaper dataset: connecting bioRxiv preprints with journal publications
by: Badalova, Fidan, et al.
Published: (2025)
by: Badalova, Fidan, et al.
Published: (2025)
Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator
by: Zhang, Haoxuan, et al.
Published: (2025)
by: Zhang, Haoxuan, et al.
Published: (2025)
Research on Novelty Measurement Indicator of Academic Papers Based on the Atypical Recombination of Knowledge
by: Guoqiang, Liang, et al.
Published: (2025)
by: Guoqiang, Liang, et al.
Published: (2025)
An Overview of zbMATH Open Digital Library
by: Deb, Madhurima, et al.
Published: (2024)
by: Deb, Madhurima, et al.
Published: (2024)
Similar Items
-
Who Gets Recommended? Investigating Gender, Race, and Country Disparities in Paper Recommendations from Large Language Models
by: Tian, Yifan, et al.
Published: (2024) -
Transforming Role Classification in Scientific Teams Using LLMs and Advanced Predictive Analytics
by: Seo, Wonduk, et al.
Published: (2025) -
Towards the relationship between AIGC in manuscript writing and author profiles: evidence from preprints in LLMs
by: Liu, Jialin, et al.
Published: (2024) -
Dynamic disruption index across citation and cited references windows: Recommendations for thresholds in research evaluation
by: Chen, Hongkan, et al.
Published: (2025) -
Chatting with Papers: A Hybrid Approach Using LLMs and Knowledge Graphs
by: Tykhonov, Vyacheslav, et al.
Published: (2025)