Seonghoon Yang
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
data filtering
(2)
large language model
(2)
data quality
(2)
instruction tuning
(1)
language model
(1)
model ensemble
(1)
model scaling
(1)
dataset curation
(1)
data pipeline
(1)
data curation
(1)
n-gram model
(1)
n-gram language model
(1)
text quality
(1)
dataset filtering
(1)
cpu-based processing
(1)
purpose-driven dataset
(1)
depth up-scaling
(1)
cpu computing
(1)
cpu-only processing
(1)
purpose-driven data
(1)
Papers
LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models
EMNLP 2025
Rethinking KenLM: Good and Bad Model Ensembles for Efficient Text Quality Filtering in Large Web Corpora
ACL 2025
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling
NAACL 2024