Trends · Awesome Auto Research Hub

Keyword score trends

Weighted keyword distribution based on LLM scoring (higher total indicates more attention) Based on 331 papers with keyword scores; bars show cumulative relevance.

AI for scientific research

2377.0

research automation

2158.0

automated research

2072.0

automated scientific discovery

2031.0

scientific discovery agent

1941.0

autonomous research agent

1853.0

AI scientist

1803.0

automated experimentation

1403.0

experiment design agent

1163.0

literature review agent

831.0

paper writing agent

780.0

survey generation

594.0

Read-first component trends

Average score-component signals across 469 ranked papers.

recency

92.5

methodology quality

69.9

reproducibility

41.1

topical relevance

35.7

Tag frequency Top 30

Most frequent keywords in paper tags

AI

179

CL

87

LG

74

mtrl sci

19

ma

18

ir

15

cy

11

dl

11

ce

7

CV

6

hc

6

im

5

gn

4

se

4

ne

3

chem ph

3

soc ph

3

data an

3

et

2

qm

2

RO

2

comp ph

2

optics

2

dis nn

2

ml

2

flu dyn

1

oc

1

co

1

ao ph

1

hep lat

1

Year distribution

Papers distributed by year

2026

266

2025

143

2024

47

2023

13