Derek Chen
9 papers · 2018–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (27)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (5)
NAACL (2)
EACL (1)
IJCNLP (1)
Top co-authors
Keywords
dialogue system
(3)
intent classification
(2)
large language model
(2)
transfer learning
(2)
dialogue state tracking
(2)
data augmentation
(2)
commonsense reasoning
(2)
social interaction
(2)
question answering
(2)
natural language inference
(1)
code generation
(1)
data annotation
(1)
task-oriented dialogue
(1)
noisy label learning
(1)
few-shot learning
(1)
text generation
(1)
parameter-efficient fine-tuning
(1)
text classification
(1)
benchmark dataset
(1)
symbolic planning
(1)
Papers
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
Mixture of Soft Prompts for Controllable Data Generation
EMNLP 2023
Clean or Annotate: How to Spend a Limited Data Collection Budget
NAACL 2022
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation
EMNLP 2021
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue Systems
NAACL 2021
Social IQa: Commonsense Reasoning about Social Interactions
IJCNLP 2019
Social IQa: Commonsense Reasoning about Social Interactions
EMNLP 2019
Decoupling Strategy and Generation in Negotiation Dialogues
EMNLP 2018