Langming Liu
4 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
❓
The Questioner
Conferences
ACL (3)
EMNLP (1)
Top co-authors
Keywords
contrastive learning
(1)
catastrophic forgetting
(1)
question answering
(1)
text summarization
(1)
token classification
(1)
domain knowledge
(1)
scaling law
(1)
pre-training datum
(1)
knowledge retention
(1)
long-context modeling
(1)
context compression
(1)
long-context processing
(1)
linear time complexity
(1)
knowledge infusion
(1)
large language model
(1)
data refinement
(1)
memory collapse
(1)
dual-memory architecture
(1)
collaborative memory transformer
(1)
pipeline parallel training
(1)
Papers
Read As Human: Compressing Context via Parallelizable Close Reading and Skimming
ACL 2026
CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling
ACL 2026
SELECting over Tokens: Curating Pre-training Data at Scale via Token Classification
ACL 2026
How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models
EMNLP 2025