Yunfan Shao
13 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (6)
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(6)
🌈
Renaissance Researcher
(5)
🤝
Dynamic Duo
(13)
🏆
Keyword Champion
(2)
💎
Century Club
(13)
🗃️
Keyword Collector
(68)
🔥
Unstoppable
(7)
Conferences
EMNLP (4)
ACL (3)
COLING (2)
AAAI (1)
ICML (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
large language model
(5)
sequence labeling
(3)
model acceleration
(2)
bert inference
(2)
data synthesis
(2)
language model training
(2)
inference cost
(2)
early-exit mechanism
(2)
code generation
(2)
text generation
(1)
black-box optimization
(1)
information retrieval
(1)
active learning
(1)
in-context learning
(1)
model robustness
(1)
few-shot learning
(1)
iterative refinement
(1)
instruction tuning
(1)
early exit
(1)
sampling strategy
(1)
Papers
UnitCoder: Scalable Code Synthesis from Pre-training Corpora
EMNLP 2025
FastMCTS: A Simple Sampling Strategy for Data Synthesis
ACL 2025
Case2Code: Scalable Synthetic Data for Code Generation
COLING 2025
Unified Active Retrieval for Retrieval Augmented Generation
EMNLP 2024
Balanced Data Sampling for Language Model Training with Clustering
ACL 2024
Character-LLM: A Trainable Agent for Role-Playing
EMNLP 2023
PerturbScore: Connecting Discrete and Continuous Perturbations in NLP
EMNLP 2023
Black-Box Tuning for Language-Model-as-a-Service
ICML 2022
Accelerating BERT Inference for Sequence Labeling via Early-Exit
ACL 2021
Accelerating BERT Inference for Sequence Labeling via Early-Exit
IJCNLP 2021
Learning Sparse Sharing Architectures for Multiple Tasks
AAAI 2020
CoLAKE: Contextualized Language and Knowledge Embedding
COLING 2020
Star-Transformer
NAACL 2019