Trends · Awesome Auto Research Hub

Keyword score trends

Weighted keyword distribution based on LLM scoring (higher total indicates more attention) Based on 299 papers with keyword scores; bars show cumulative relevance.

AI for scientific research

2149.0

research automation

1956.0

automated research

1866.0

automated scientific discovery

1840.0

scientific discovery agent

1759.0

autonomous research agent

1655.0

AI scientist

1624.0

automated experimentation

1256.0

experiment design agent

1038.0

literature review agent

793.0

paper writing agent

746.0

survey generation

581.0

Read-first component trends

Average score-component signals across 427 ranked papers.

recency

91.7

methodology quality

70.7

reproducibility

41.6

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

224

2025

143

2024

47

2023

13