Po-Nien Kung
10 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 💎 Century Club · Bronze
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The Questioner
(2)
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(6)
Learning Types
(5)
Natural Language Processing
(4)
Core AI
(4)
Deep Learning
(3)
Core Methods
(3)
Learning Paradigms
(3)
Applications · Natural Language Processing
(2)
Resources & Methods
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Applications · Computer Science
(1)
Architectures
(1)
Generation
(1)
Keywords
zero-shot learning
(3)
large language model
(3)
transfer learning
(2)
instruction tuning
(2)
question answering
(2)
multi-task learning
(2)
event extraction
(2)
relation extraction
(1)
rationale extraction
(1)
constrained generation
(1)
empirical study
(1)
community detection
(1)
social network analysis
(1)
hidden markov model
(1)
information retrieval
(1)
information diffusion
(1)
event detection
(1)
feature similarity
(1)
hierarchical representation
(1)
information extraction
(1)
Papers
Decoupling Task-Solving and Output Formatting in LLM Generation
ACL 2026
Adaptable Logical Control for Large Language Models
NeurIPS 2024
Improving Event Definition Following For Zero-Shot Event Detection
ACL 2024
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways
AAAI 2024
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
AAAI 2024
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks
EMNLP 2023
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning
ACL 2023
Hierarchical Representations in Dense Passage Retrieval for Question-Answering
EACL 2023
Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity
EMNLP 2021
Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering
EMNLP 2020