Hanzhang Zhou
12 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π€ Dynamic Duo (11)
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Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(54)
Top co-authors
Research topics
Keywords
in-context learning
(3)
text classification
(3)
document-level extraction
(2)
model interpretability
(2)
large language model
(2)
event argument extraction
(2)
universum class
(2)
feature space
(1)
attention mechanism
(1)
feature extraction
(1)
explanation generation
(1)
prompt-based learning
(1)
multi-label classification
(1)
model robustness
(1)
language model
(1)
bias mitigation
(1)
sample selection
(1)
decision boundary
(1)
autonomous agent
(1)
named entity recognition
(1)
Papers
MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented Environments
ACL 2026
Rethinking Prompt Optimizers: From Prompt Merits to Optimization
EACL 2026
Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction
NAACL 2025
Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context Learning
NAACL 2025
EDEntail: An Entailment-based Few-shot Text Classification with Extensional Definition
NAACL 2024
FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation
ACL 2024
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction
ACL 2024
PromptExplainer: Explaining Language Models through Prompt-based Learning
EACL 2024
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation
NeurIPS 2024
Unveiling and Manipulating Prompt Influence in Large Language Models
ICLR 2024
Closed Boundary Learning for Classification Tasks with the Universum Class
EMNLP 2023
Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss
NAACL 2022