Kevin Chen-Chuan Chang
21 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(18)
Machine Learning
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Artificial Intelligence
(13)
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(11)
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Learning Types Β· Machine Learning
(10)
Deep Learning
(9)
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Keywords
text generation
(6)
large language model
(4)
topic modeling
(3)
benchmark evaluation
(3)
information extraction
(3)
relation extraction
(3)
retrieval-augmented generation
(3)
knowledge graph
(2)
knowledge distillation
(2)
keyphrase extraction
(2)
unsupervised learning
(2)
keyphrase generation
(2)
pre-trained language model
(2)
few-shot learning
(2)
question answering
(2)
information retrieval
(2)
lexical semantics
(1)
domain adaptation
(1)
transfer learning
(1)
knowledge transfer
(1)
Papers
ERU-KG: Efficient Reference-aligned Unsupervised Keyphrase Generation
ACL 2025
MiniELM: A Lightweight and Adaptive Query Rewriting Framework for E-Commerce Search Optimization
ACL 2025
Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models
EMNLP 2025
Understanding Cross-Domain Adaptation in Low-Resource Topic Modeling
ACL 2025
Writing Like the Best: Exemplar-Based Expository Text Generation
ACL 2025
Cascade Speculative Drafting for Even Faster LLM Inference
NeurIPS 2024
ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation
EMNLP 2024
Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs
EMNLP 2024
Ask To The Point: Open-Domain Entity-Centric Question Generation
EMNLP 2023
Can Language Models Be Specific? How?
ACL 2023
Descriptive Knowledge Graph in Biomedical Domain
EMNLP 2023
DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships
ACL 2023
Towards Reasoning in Large Language Models: A Survey
ACL 2023
Unsupervised Open-domain Keyphrase Generation
ACL 2023
When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications
ACL 2023
Are Large Pre-Trained Language Models Leaking Your Personal Information?
EMNLP 2022
Coordinated Topic Modeling
EMNLP 2022
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships
EMNLP 2022
Understanding Jargon: Combining Extraction and Generation for Definition Modeling
EMNLP 2022
Geom-GCN: Geometric Graph Convolutional Networks
ICLR 2020
Mobility Profiling for User Verification with Anonymized Location Data
IJCAI 2015