Rongzhi Zhang
12 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird
🏃
Academic Marathon
(6)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(8)
🤝
Dynamic Duo
(10)
💎
Century Club
(11)
🗃️
Keyword Collector
(58)
Conferences
ACL (7)
EMNLP (2)
NAACL (2)
NIPS (1)
Top co-authors
Keywords
large language model
(5)
text classification
(4)
data augmentation
(2)
named entity recognition
(2)
active learning
(2)
prompt engineering
(2)
prompt-based learning
(2)
preference learning
(2)
sequence labeling
(1)
knowledge distillation
(1)
few-shot learning
(1)
contrastive learning
(1)
weakly supervised learning
(1)
language model alignment
(1)
reward modeling
(1)
pseudo labeling
(1)
coreference resolution
(1)
text generation
(1)
uncertainty quantification
(1)
zero-shot learning
(1)
Papers
Instant Personalized Large Language Model Adaptation via Hypernetwork
ACL 2026
DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment
EMNLP 2025
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training
NAACL 2025
ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models
ACL 2024
PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs
ACL 2024
Aligning Large Language Models with Representation Editing: A Control Perspective
NIPS 2024
Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach
ACL 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval
ACL 2023
AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models
NAACL 2022
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning
ACL 2022
SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup
EMNLP 2020
Improving Multi-turn Dialogue Modelling with Utterance ReWriter
ACL 2019