NeurIPS, ICML, ICLR, ACL — The Conference Landscape

Most big AI papers appear at one of four conferences. Learn the map and you can navigate the field.

25 min · Reviewed 2026

The Big Four

Unlike many fields, AI publishes its most important work at conferences, not journals. Four conferences dominate. Learning their personalities helps you predict where to find papers on a given topic.

Conference	Focus	Time of year
NeurIPS	Broad ML, theoretical and applied	December
ICML	Broad ML, slightly more theory	July
ICLR	Deep learning and representation learning	April/May
ACL / EMNLP	Natural language processing	Summer / Fall

Acceptance rates tell a story

Top conferences accept 20-25 percent of submissions
Oral presentations are the top 1-2 percent — these are the big deal papers
Spotlights are the next tier up from poster
Workshop papers are less selective but often more experimental

Peer review is the worst form of quality control, except for all the others.
— Adapted from Winston Churchill, ML folklore

The big idea: the conference circuit is the real AI publishing schedule. Knowing the calendar helps you pace your reading and spot the moments that matter.

End-of-lesson check

15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-builders-conference-hierarchies

What is the core idea behind "NeurIPS, ICML, ICLR, ACL — The Conference Landscape"?
1. Most big AI papers appear at one of four conferences. Learn the map and you can navigate the field.
2. Sample 50-200 real instances of the task from logs or interviews
3. Underline: second-best
4. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
Which term best describes a foundational idea in "NeurIPS, ICML, ICLR, ACL — The Conference Landscape"?
1. ICML
2. NeurIPS
3. ICLR
4. ACL
A learner studying NeurIPS, ICML, ICLR, ACL — The Conference Landscape would need to understand which concept?
1. NeurIPS
2. ICLR
3. ICML
4. ACL
Which of these is directly relevant to NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. NeurIPS
2. ICML
3. ACL
4. ICLR
Which of the following is a key point about NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. Top conferences accept 20-25 percent of submissions
2. Oral presentations are the top 1-2 percent — these are the big deal papers
3. Spotlights are the next tier up from poster
4. Workshop papers are less selective but often more experimental
Which of these does NOT belong in a discussion of NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. Top conferences accept 20-25 percent of submissions
2. Oral presentations are the top 1-2 percent — these are the big deal papers
3. Spotlights are the next tier up from poster
4. Sample 50-200 real instances of the task from logs or interviews
What is the key insight about "Also worth knowing" in the context of NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. Sample 50-200 real instances of the task from logs or interviews
2. Underline: second-best
3. CVPR (computer vision), AAAI (general AI), EMNLP and NAACL (NLP), COLT (theory).
4. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
What is the key insight about "Prestige is not truth" in the context of NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. Sample 50-200 real instances of the task from logs or interviews
2. Underline: second-best
3. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
4. A NeurIPS paper is peer-reviewed, but peer review does not guarantee correctness.
What is the recommended tip about "Build your mental model" in the context of NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. AI isn't magic — it's pattern recognition at scale. The more you understand how it works, the more effectively you can u…
2. Sample 50-200 real instances of the task from logs or interviews
3. Underline: second-best
4. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
Which statement accurately describes an aspect of NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. Sample 50-200 real instances of the task from logs or interviews
2. Unlike many fields, AI publishes its most important work at conferences, not journals. Four conferences dominate.
3. Underline: second-best
4. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
What does working with NeurIPS, ICML, ICLR, ACL — The Conference Landscape typically involve?
1. Sample 50-200 real instances of the task from logs or interviews
2. Underline: second-best
3. The big idea: the conference circuit is the real AI publishing schedule.
4. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
Which best describes the scope of "NeurIPS, ICML, ICLR, ACL — The Conference Landscape"?
1. It is unrelated to foundations workflows
2. It applies only to the opposite beginner tier
3. It was deprecated in 2024 and no longer relevant
4. It focuses on Most big AI papers appear at one of four conferences. Learn the map and you can navigate the field.
Which section heading best belongs in a lesson about NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. Acceptance rates tell a story
2. Sample 50-200 real instances of the task from logs or interviews
3. Underline: second-best
4. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
Which of the following is a concept covered in NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. ICML
2. NeurIPS
3. ICLR
4. ACL
Which of the following is a concept covered in NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. NeurIPS
2. ICLR
3. ICML
4. ACL

← Back to interactive lesson

Tendril · Builders · AI Foundations

NeurIPS, ICML, ICLR, ACL — The Conference Landscape

Most big AI papers appear at one of four conferences. Learn the map and you can navigate the field.

25 min · Reviewed 2026

The Big Four

Unlike many fields, AI publishes its most important work at conferences, not journals. Four conferences dominate. Learning their personalities helps you predict where to find papers on a given topic.

Conference	Focus	Time of year
NeurIPS	Broad ML, theoretical and applied	December
ICML	Broad ML, slightly more theory	July
ICLR	Deep learning and representation learning	April/May
ACL / EMNLP	Natural language processing	Summer / Fall

Acceptance rates tell a story

Top conferences accept 20-25 percent of submissions
Oral presentations are the top 1-2 percent — these are the big deal papers
Spotlights are the next tier up from poster
Workshop papers are less selective but often more experimental

Peer review is the worst form of quality control, except for all the others.
— Adapted from Winston Churchill, ML folklore

The big idea: the conference circuit is the real AI publishing schedule. Knowing the calendar helps you pace your reading and spot the moments that matter.

End-of-lesson check

15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-builders-conference-hierarchies

What is the core idea behind "NeurIPS, ICML, ICLR, ACL — The Conference Landscape"?
1. Most big AI papers appear at one of four conferences. Learn the map and you can navigate the field.
2. Sample 50-200 real instances of the task from logs or interviews
3. Underline: second-best
4. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
Which term best describes a foundational idea in "NeurIPS, ICML, ICLR, ACL — The Conference Landscape"?
1. ICML
2. NeurIPS
3. ICLR
4. ACL
A learner studying NeurIPS, ICML, ICLR, ACL — The Conference Landscape would need to understand which concept?
1. NeurIPS
2. ICLR
3. ICML
4. ACL
Which of these is directly relevant to NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. NeurIPS
2. ICML
3. ACL
4. ICLR
Which of the following is a key point about NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. Top conferences accept 20-25 percent of submissions
2. Oral presentations are the top 1-2 percent — these are the big deal papers
3. Spotlights are the next tier up from poster
4. Workshop papers are less selective but often more experimental
Which of these does NOT belong in a discussion of NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. Top conferences accept 20-25 percent of submissions
2. Oral presentations are the top 1-2 percent — these are the big deal papers
3. Spotlights are the next tier up from poster
4. Sample 50-200 real instances of the task from logs or interviews
What is the key insight about "Also worth knowing" in the context of NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. Sample 50-200 real instances of the task from logs or interviews
2. Underline: second-best
3. CVPR (computer vision), AAAI (general AI), EMNLP and NAACL (NLP), COLT (theory).
4. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
What is the key insight about "Prestige is not truth" in the context of NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. Sample 50-200 real instances of the task from logs or interviews
2. Underline: second-best
3. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
4. A NeurIPS paper is peer-reviewed, but peer review does not guarantee correctness.
What is the recommended tip about "Build your mental model" in the context of NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. AI isn't magic — it's pattern recognition at scale. The more you understand how it works, the more effectively you can u…
2. Sample 50-200 real instances of the task from logs or interviews
3. Underline: second-best
4. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
Which statement accurately describes an aspect of NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. Sample 50-200 real instances of the task from logs or interviews
2. Unlike many fields, AI publishes its most important work at conferences, not journals. Four conferences dominate.
3. Underline: second-best
4. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
What does working with NeurIPS, ICML, ICLR, ACL — The Conference Landscape typically involve?
1. Sample 50-200 real instances of the task from logs or interviews
2. Underline: second-best
3. The big idea: the conference circuit is the real AI publishing schedule.
4. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
Which best describes the scope of "NeurIPS, ICML, ICLR, ACL — The Conference Landscape"?
1. It is unrelated to foundations workflows
2. It applies only to the opposite beginner tier
3. It was deprecated in 2024 and no longer relevant
4. It focuses on Most big AI papers appear at one of four conferences. Learn the map and you can navigate the field.
Which section heading best belongs in a lesson about NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. Acceptance rates tell a story
2. Sample 50-200 real instances of the task from logs or interviews
3. Underline: second-best
4. Online reviews over-represent extreme experiences (1-star angry or 5-star deligh…
Which of the following is a concept covered in NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. ICML
2. NeurIPS
3. ICLR
4. ACL
Which of the following is a concept covered in NeurIPS, ICML, ICLR, ACL — The Conference Landscape?
1. NeurIPS
2. ICLR
3. ICML
4. ACL

← Back to interactive lesson