Efficient Systematic Reviews: Literature Filtering with Transformers & Transfer Learning
Fuente:
arXiv
Guardado en:
| Autores principales: | Hawkins, John, Tivey, David |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
LitLLMs, LLMs for Literature Review: Are we there yet?
por: Agarwal, Shubham, et al.
Publicado: (2024)
por: Agarwal, Shubham, et al.
Publicado: (2024)
Is ChatGPT Transforming Academics' Writing Style?
por: Geng, Mingmeng, et al.
Publicado: (2024)
por: Geng, Mingmeng, et al.
Publicado: (2024)
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
por: Asai, Akari, et al.
Publicado: (2024)
por: Asai, Akari, et al.
Publicado: (2024)
LitSearch: A Retrieval Benchmark for Scientific Literature Search
por: Ajith, Anirudh, et al.
Publicado: (2024)
por: Ajith, Anirudh, et al.
Publicado: (2024)
'Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviews
por: Kumar, Sandeep, et al.
Publicado: (2024)
por: Kumar, Sandeep, et al.
Publicado: (2024)
Can social media provide early warning of retraction? Evidence from critical tweets identified by human annotation and large language models
por: Zheng, Er-Te, et al.
Publicado: (2024)
por: Zheng, Er-Te, et al.
Publicado: (2024)
Interesting Scientific Idea Generation using Knowledge Graphs and LLMs: Evaluations with 100 Research Group Leaders
por: Gu, Xuemei, et al.
Publicado: (2024)
por: Gu, Xuemei, et al.
Publicado: (2024)
FLAWS: A Benchmark for Error Identification and Localization in Scientific Papers
por: Xi, Sarina, et al.
Publicado: (2025)
por: Xi, Sarina, et al.
Publicado: (2025)
TF1-EN-3M: Three Million Synthetic Moral Fables for Training Small, Open Language Models
por: Nadas, Mihai, et al.
Publicado: (2025)
por: Nadas, Mihai, et al.
Publicado: (2025)
SemEval-2025 Task 5: LLMs4Subjects -- LLM-based Automated Subject Tagging for a National Technical Library's Open-Access Catalog
por: D'Souza, Jennifer, et al.
Publicado: (2025)
por: D'Souza, Jennifer, et al.
Publicado: (2025)
Publication Trend Analysis and Synthesis via Large Language Model: A Case Study of Engineering in PNAS
por: Smetana, Mason, et al.
Publicado: (2025)
por: Smetana, Mason, et al.
Publicado: (2025)
FMMD: A multimodal open peer review dataset based on F1000Research
por: Zhuang, Zhenzhen, et al.
Publicado: (2026)
por: Zhuang, Zhenzhen, et al.
Publicado: (2026)
Augmenting Knowledge Graph Hierarchies Using Neural Transformers
por: Sharma, Sanat, et al.
Publicado: (2024)
por: Sharma, Sanat, et al.
Publicado: (2024)
A Systematic Literature Review of Retrieval-Augmented Generation: Techniques, Metrics, and Challenges
por: Brown, Andrew, et al.
Publicado: (2025)
por: Brown, Andrew, et al.
Publicado: (2025)
SyROCCo: Enhancing Systematic Reviews using Machine Learning
por: Fang, Zheng, et al.
Publicado: (2024)
por: Fang, Zheng, et al.
Publicado: (2024)
The Impact of Large Language Models in Academia: from Writing to Speaking
por: Geng, Mingmeng, et al.
Publicado: (2024)
por: Geng, Mingmeng, et al.
Publicado: (2024)
Meursault as a Data Point
por: Pratap, Abhinav
Publicado: (2025)
por: Pratap, Abhinav
Publicado: (2025)
Human-LLM Coevolution: Evidence from Academic Writing
por: Geng, Mingmeng, et al.
Publicado: (2025)
por: Geng, Mingmeng, et al.
Publicado: (2025)
Beyond Via: Analysis and Estimation of the Impact of Large Language Models in Academic Papers
por: Geng, Mingmeng, et al.
Publicado: (2026)
por: Geng, Mingmeng, et al.
Publicado: (2026)
Labeling Case Similarity based on Co-Citation of Legal Articles in Judgment Documents with Empirical Dispute-Based Evaluation
por: Liu, Chao-Lin, et al.
Publicado: (2025)
por: Liu, Chao-Lin, et al.
Publicado: (2025)
De-identification of clinical free text using natural language processing: A systematic review of current approaches
por: Kovačević, Aleksandar, et al.
Publicado: (2023)
por: Kovačević, Aleksandar, et al.
Publicado: (2023)
The Literature Review Network: An Explainable Artificial Intelligence for Systematic Literature Reviews, Meta-analyses, and Method Development
por: Morriss, Joshua, et al.
Publicado: (2024)
por: Morriss, Joshua, et al.
Publicado: (2024)
LitBench: A Graph-Centric Large Language Model Benchmarking Tool For Literature Tasks
por: Varvarigos, Andreas, et al.
Publicado: (2026)
por: Varvarigos, Andreas, et al.
Publicado: (2026)
An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence Synthesis
por: Rahgozar, Arya, et al.
Publicado: (2025)
por: Rahgozar, Arya, et al.
Publicado: (2025)
Mapping the Increasing Use of LLMs in Scientific Papers
por: Liang, Weixin, et al.
Publicado: (2024)
por: Liang, Weixin, et al.
Publicado: (2024)
Dating ancient manuscripts using radiocarbon and AI-based writing style analysis
por: Popović, Mladen, et al.
Publicado: (2024)
por: Popović, Mladen, et al.
Publicado: (2024)
NLLG Quarterly arXiv Report 09/24: What are the most influential current AI Papers?
por: Leiter, Christoph, et al.
Publicado: (2024)
por: Leiter, Christoph, et al.
Publicado: (2024)
TiAb Review Plugin: A Browser-Based Tool for AI-Assisted Title and Abstract Screening
por: Kataoka, Yuki, et al.
Publicado: (2026)
por: Kataoka, Yuki, et al.
Publicado: (2026)
Giving Voice to the Constitution: Low-Resource Text-to-Speech for Quechua and Spanish Using a Bilingual Legal Corpus
por: Ortega, John E., et al.
Publicado: (2026)
por: Ortega, John E., et al.
Publicado: (2026)
Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI
por: Eberle, Oliver, et al.
Publicado: (2023)
por: Eberle, Oliver, et al.
Publicado: (2023)
Quantifying the Impact of CU: A Systematic Literature Review
por: Compton, Thomas
Publicado: (2025)
por: Compton, Thomas
Publicado: (2025)
NewsEdits 2.0: Learning the Intentions Behind Updating News
por: Spangher, Alexander, et al.
Publicado: (2024)
por: Spangher, Alexander, et al.
Publicado: (2024)
Large Language Models for Web Accessibility: A Systematic Literature Review
por: Aljedaani, Wajdi, et al.
Publicado: (2026)
por: Aljedaani, Wajdi, et al.
Publicado: (2026)
On the Readiness of Scientific Data for a Fair and Transparent Use in Machine Learning
por: Giner-Miguelez, Joan, et al.
Publicado: (2024)
por: Giner-Miguelez, Joan, et al.
Publicado: (2024)
Learning representations of learning representations
por: González-Márquez, Rita, et al.
Publicado: (2024)
por: González-Márquez, Rita, et al.
Publicado: (2024)
DeepXiv-SDK: An Agentic Data Interface for Scientific Literature
por: Qian, Hongjin, et al.
Publicado: (2026)
por: Qian, Hongjin, et al.
Publicado: (2026)
GREI Data Repository AI Taxonomy
por: Chodacki, John, et al.
Publicado: (2024)
por: Chodacki, John, et al.
Publicado: (2024)
Machine Learning Research Has Outpaced Its Communication Norms and NeurIPS Should Act
por: Rangarajan, Ajay Mandyam, et al.
Publicado: (2026)
por: Rangarajan, Ajay Mandyam, et al.
Publicado: (2026)
Leveraging LLMs for Semi-Automatic Corpus Filtration in Systematic Literature Reviews
por: Joos, Lucas, et al.
Publicado: (2025)
por: Joos, Lucas, et al.
Publicado: (2025)
InsightGUIDE: An Opinionated AI Assistant for Guided Critical Reading of Scientific Literature
por: Koloveas, Paris, et al.
Publicado: (2025)
por: Koloveas, Paris, et al.
Publicado: (2025)
Ejemplares similares
-
LitLLMs, LLMs for Literature Review: Are we there yet?
por: Agarwal, Shubham, et al.
Publicado: (2024) -
Is ChatGPT Transforming Academics' Writing Style?
por: Geng, Mingmeng, et al.
Publicado: (2024) -
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
por: Asai, Akari, et al.
Publicado: (2024) -
LitSearch: A Retrieval Benchmark for Scientific Literature Search
por: Ajith, Anirudh, et al.
Publicado: (2024) -
'Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviews
por: Kumar, Sandeep, et al.
Publicado: (2024)