Zeping Li
4 papers · 2025–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
Conferences
ACL (2)
COLING (1)
NAACL (1)
Top co-authors
Keywords
large language model
(3)
reinforcement learning
(1)
model pruning
(1)
entropy reduction
(1)
world model
(1)
pre-trained language model
(1)
inference acceleration
(1)
one-shot pruning
(1)
speculative decoding
(1)
parallel decoding
(1)
non-autoregressive generation
(1)
environment dynamics
(1)
text-based environment
(1)
reward strategy
(1)
behavioral coverage
(1)
model compression
(1)
tool-use behavior
(1)
Papers
From Word to World: Can Large Language Models be Implicit Text-based World Models?
ACL 2026
Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents
ACL 2026
Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism
COLING 2025
Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference
NAACL 2025