Junlang Qian
7 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
in-context learning
(3)
text classification
(2)
attention mechanism
(1)
document-level extraction
(1)
event argument extraction
(1)
model interpretability
(1)
sample selection
(1)
bias mitigation
(1)
prompt sensitivity
(1)
analogical reasoning
(1)
controlled text generation
(1)
label information
(1)
large language model
(1)
test-time training
(1)
human motion understanding
(1)
extensional definition
(1)
heuristic-driven prompting
(1)
sentiment steering
(1)
logit separability
(1)
input saliency
(1)
Papers
Zero-Shot Open-Vocabulary Human Motion Grounding with Test-Time Training
AAAI 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
LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction
ACL 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