Yi-Lin Tuan
11 papers · 2019–2023 · 5 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 Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) ποΈ Keyword Collector (54)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
Top co-authors
Research topics
Natural Language Processing
(8)
Artificial Intelligence
(7)
Generation
(7)
Core AI
(6)
Machine Learning
(4)
Learning Types
(4)
Deep Learning
(2)
Knowledge & Reasoning
(2)
Applications Β· Natural Language Processing
(2)
Learning Paradigms
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications Β· Data Science & Analytics
(1)
Core Methods
(1)
Keywords
dialogue system
(4)
dialogue generation
(3)
language model
(2)
sequence-to-sequence model
(2)
few-shot learning
(1)
attention mechanism
(1)
sample efficiency
(1)
information extraction
(1)
multi-task learning
(1)
conversational ai
(1)
natural language generation
(1)
question answering
(1)
relation extraction
(1)
text generation
(1)
explanation generation
(1)
multimodal learning
(1)
quality estimation
(1)
knowledge graph reasoning
(1)
knowledge graph
(1)
machine translation
(1)
Papers
CausalDialogue: Modeling Utterance-level Causality in Conversations
ACL 2023
Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning
NeurIPS 2023
D-REX: Dialogue Relation Extraction with Explanations
ACL 2022
FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue
EMNLP 2022
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data
ACL 2022
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis
EMNLP 2022
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems
ACL 2022
Local Explanation of Dialogue Response Generation
NeurIPS 2021
Quality Estimation without Human-labeled Data
EACL 2021
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs
EMNLP 2019
Personalized Dialogue Response Generation Learned from Monologues
Interspeech 2019