Minimize hyper parameters. Do not let research exploration become exponential
Heuristic Exploration
- Early stage: coarse sweep (log scale)
- Mid stage: local search around best basin
- Late stage: novelty search/avoid duplicates (exclude already explored areas)
Parameter layer: polynomial (low-order interaction) coverage
- Assumption: most important effects are 1st order (single variable) + 2nd order (pairwise interaction)
- Goal: secure as much "pairwise coverage" as possible with minimal trials
Personal Researches
Personal paper ideas
2026 Research/Product Plan
Personal paper ideas Linguistics
Personal 2025 Research Paper
Vision Transformer with graphical segmentation
Internal mechanistic evaluation not final
Personal Conference
Personal Yonsei Research
political bias arena
Personal 2027 Paper Plan
Personal AI Insight
Anthropic 2026 Fellowship Interview
Tips for AI conference
- ACL prefers stories telling inter disciplines different element
Research core
- motivation
- idea
- baseline
- statistical robustness
- insight
Except them, all decoration


Submission Dates and Process for EACL/NAACL and ACL 2024 | ACL Member Portal
The use of an ARR-only submission process has been agreed by Program Chairs (PCs), and General Chairs of the upcoming conferences in 2024 (EACL, NAACL and ACL, referred to in this document as *CL conferences), with feedback from the ACL Rolling Review (ARR) Initiative, the ARR board, and the ACL Exec. There will be no direct submission option. This decision was announced during the ACL 2023 business meeting. The purpose of this communication is to update those that were not present, and to provide more details about the coordinated plan.
https://www.aclweb.org/portal/content/submission-dates-and-process-eaclnaacl-and-acl-2024
Seonglae Cho