Academic Paper Screening LLM Tools
Tools for systematically reviewing, screening, and analyzing academic papers using LLMs—including literature review automation, title-abstract filtering, paper classification, and synthesis. Does NOT include peer review generation, general document summarization, or paper discovery/search tools.
There are 28 academic paper screening tools tracked. 2 score above 70 (verified tier). The highest-rated is asreview/asreview at 82/100 with 862 stars. 2 of the top 10 are actively maintained.
Get all 28 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=llm-tools&subcategory=academic-paper-screening&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
asreview/asreview
Active learning for systematic reviews |
|
Verified |
| 2 |
ChaokunHong/MetaScreener
AI-powered tool for efficient abstract and PDF screening in systematic reviews. |
|
Verified |
| 3 |
aritraroy24/ComProScanner
A python package for extracting composition-property data from scientific... |
|
Emerging |
| 4 |
MikkelVembye/AIscreenR
AI screening tools in R for systematic reviewing |
|
Emerging |
| 5 |
EvoTestOps/AISysRev
Web-application for LLM based title-abstract screening in systematic reviews |
|
Emerging |
| 6 |
IAAR-Shanghai/SurveyX
Academic Survey Paper Generation. |
|
Emerging |
| 7 |
Lyz103/LLM-Agent-Paper-daily
Automatically Update LLM-Agent Papers Daily using Github Actions (Update... |
|
Emerging |
| 8 |
Ahren09/AgentReview
Official Implementation for EMNLP 2024 (main) "AgentReview: Exploring... |
|
Emerging |
| 9 |
InternScience/SurveyForge
(ACL-2025 main conference) SurveyForge: On the Outline Heuristics,... |
|
Emerging |
| 10 |
p-baleine/metaanalyser
This is an application that generates systematic reviews powered by GPT. It... |
|
Emerging |
| 11 |
KMnO4-zx/paper_online
Paper Insight - AI驱动的学术论文智能分析 |
|
Emerging |
| 12 |
dbvis-ukon/LLMSurver
LLMSurver - Automatic LLM-based literature review filtering inside your browser |
|
Experimental |
| 13 |
JCL988/LitPilot
Map academic papers to your research structure using LLM agents. Drop PDFs,... |
|
Experimental |
| 14 |
gis-xh/essay-auto-analysis
论文自动化分析工具 |
|
Experimental |
| 15 |
deep-diver/neurips2024
Read and Listen to NeurIPS 2024 Papers |
|
Experimental |
| 16 |
rodrigolourencofarinha/AI-Literature-Search
Categorize paper based on a certain topic using LLMs |
|
Experimental |
| 17 |
AlphaAvatar/AIPaperNotes
Record daily reading papers |
|
Experimental |
| 18 |
SpencerPresley/COSC425-DATA
AI-powered toolkit for analyzing and classifying academic research... |
|
Experimental |
| 19 |
Ahmed-0357/QalamReview
LLM-powered tool to draft a narrative review paper on any topic of your choice. |
|
Experimental |
| 20 |
ParthJain18/LLM-Literature-Review-Assistant
Python notebooks to semi-automate the process of conducting Systematic... |
|
Experimental |
| 21 |
saketthakur001/Deep-reserach-with-llms-locally
Deep Research with LLMs Locally automates topic research by enhancing... |
|
Experimental |
| 22 |
xyliu-cs/daily-paper-reading
daily paper reading 🤗 | 每日论文速读 📝 | Claude Code |
|
Experimental |
| 23 |
anirbanbasu/dqa-obsolete
Language models attempting multi-hop question answering (MHQA) |
|
Experimental |
| 24 |
Deltekk/Paper-Review
Sistema di gestione conferenze (CMS) con tagging automatizzato tramite LLM |
|
Experimental |
| 25 |
csm-applications/pAIrReview
This repository contains a client-side tool (browser only, no back-end) that... |
|
Experimental |
| 26 |
Irash-Perera/ResearchCompanion
A LLM project to help researchers to find exact information from the... |
|
Experimental |
| 27 |
NodiraTillayeva/LLMLiteratureReview
This repository contains a Jupyter Notebook designed to streamline the... |
|
Experimental |
| 28 |
yinuotxie/MLPapersReviewGPT
The Academic GPT pipeline automates the peer review of machine learning... |
|
Experimental |