Yinpei Dai
13 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (42)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(78)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(7)
Top co-authors
Research topics
Natural Language Processing
(10)
Artificial Intelligence
(9)
Generation
(9)
Machine Learning
(7)
Core AI
(7)
Learning Types Β· Machine Learning
(5)
Deep Learning
(4)
Learning Paradigms Β· Artificial Intelligence
(4)
Reinforcement Learning
(3)
Learning Types Β· Deep Learning
(3)
Resources & Methods
(3)
Interdisciplinary
(2)
Core Methods
(2)
Learning Paradigms Β· Machine Learning
(2)
Linguistics
(2)
Keywords
dialogue system
(5)
natural language understanding
(3)
few-shot learning
(3)
task-oriented dialogue
(3)
reinforcement learning
(2)
semi-supervised learning
(2)
task-oriented dialog
(2)
goal-oriented dialog
(2)
dialogue state tracking
(2)
word embedding
(2)
dialog state tracking
(2)
low-resource learning
(1)
sentiment analysis
(1)
deep learning
(1)
spoken language understanding
(1)
transfer learning
(1)
pre-trained model
(1)
code generation
(1)
benchmark dataset
(1)
tree structure
(1)
Papers
AimBot: A Simple Auxiliary Visual Cue to Enhance Spatial Awareness of Visuomotor Policies
CoRL 2025
Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors
ACL 2025
Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use
EMNLP 2024
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
NeurIPS 2023
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation
EMNLP 2022
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection
AAAI 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding
COLING 2022
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking
ACL 2021
Transferable Dialogue Systems and User Simulators
ACL 2021
Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder
AAAI 2021
Improved Learning of Word Embeddings with Word Definitions and Semantic Injection
Interspeech 2020
Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment
ACL 2020
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy
EMNLP 2018