Po-Nien Kung
10 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Conference Polyglot (5) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (23) π Cross-Pollinator (10)
π
Renaissance Researcher
(6)
β
The Questioner
(2)
Conferences
ACL (3)
EMNLP (3)
AAAI (2)
EACL (1)
NIPS (1)
Top co-authors
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
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
AAAI 2024
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways
AAAI 2024
Improving Event Definition Following For Zero-Shot Event Detection
ACL 2024
Adaptable Logical Control for Large Language Models
NIPS 2024
Hierarchical Representations in Dense Passage Retrieval for Question-Answering
EACL 2023
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
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