Chia-Chien Hung
10 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (29) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (57)
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The Questioner
💎
Century Club · Bronze
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Research topics
Machine Learning
(9)
Natural Language Processing
(8)
Application Areas
(6)
Applications
(6)
Artificial Intelligence
(5)
Resources & Methods
(5)
Core AI
(4)
Learning Types · Machine Learning
(4)
Generation
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Learning Types · Deep Learning
(2)
Knowledge & Reasoning
(1)
Learning Paradigms
(1)
Keywords
pre-trained language model
(3)
large language model
(3)
question answering
(2)
dialog state tracking
(2)
few-shot transfer
(2)
cross-lingual transfer
(2)
domain adaptation
(2)
task-oriented dialog
(2)
multilingual nlp
(1)
knowledge representation
(1)
factual accuracy
(1)
text generation
(1)
passage retrieval
(1)
german language
(1)
few-shot learning
(1)
synthetic data generation
(1)
text classification
(1)
open information extraction
(1)
parameter-efficient learning
(1)
entity linking
(1)
Papers
MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis
ACL 2025
On Synthesizing Data for Context Attribution in Question Answering
ACL 2025
ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination Detection
ACL 2024
Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers
EACL 2023
Linking Surface Facts to Large-Scale Knowledge Graphs
EMNLP 2023
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers
ACL 2023
Walking a Tightrope – Evaluating Large Language Models in High-Risk Domains
EMNLP 2023
DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog
ACL 2022
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog
NAACL 2022
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System
NAACL 2022