Trends · Awesome Auto Research Hub

Keyword score trends

Weighted keyword distribution based on LLM scoring (higher total indicates more attention) Based on 433 papers with keyword scores; bars show cumulative relevance.

AI for scientific research

3126.0

research automation

2839.0

automated research

2727.0

automated scientific discovery

2605.0

autonomous research agent

2520.0

scientific discovery agent

2516.0

AI scientist

2295.0

automated experimentation

1797.0

experiment design agent

1497.0

literature review agent

941.0

paper writing agent

858.0

survey generation

645.0

Read-first component trends

Average score-component signals across 616 ranked papers.

recency

94.3

methodology quality

68.2

reproducibility

40.7

topical relevance

35.6

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

412

2025

144

2024

47

2023

13