Derek Chen
8 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Natural Language Processing
(8)
Generation
(6)
Artificial Intelligence
(5)
Machine Learning
(5)
Applications
(4)
Core AI
(4)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(1)
Reinforcement Learning
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Keywords
dialogue system
(3)
large language model
(2)
data augmentation
(2)
intent classification
(2)
dialogue state tracking
(2)
natural language inference
(1)
noisy label learning
(1)
few-shot learning
(1)
text generation
(1)
question answering
(1)
data annotation
(1)
code generation
(1)
task-oriented dialogue
(1)
text classification
(1)
symbolic planning
(1)
in-context learning
(1)
social intelligence
(1)
parameter-efficient fine-tuning
(1)
controllable generation
(1)
transfer learning
(1)
Papers
Mixture of Soft Prompts for Controllable Data Generation
EMNLP 2023
Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking
EACL 2023
Symbolic Planning and Code Generation for Grounded Dialogue
EMNLP 2023
Clean or Annotate: How to Spend a Limited Data Collection Budget
NAACL 2022
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems
NAACL 2021
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation
EMNLP 2021
Social IQa: Commonsense Reasoning about Social Interactions
EMNLP 2019
Decoupling Strategy and Generation in Negotiation Dialogues
EMNLP 2018