Yinhe Zheng
19 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (9)
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Academic Marathon
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Keyword Pioneer
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(9)
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(5)
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(19)
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Keyword Collector
(106)
Conferences
EMNLP (7)
ACL (6)
AAAI (3)
COLING (2)
IJCNLP (1)
Top co-authors
Keywords
dialogue generation
(5)
knowledge distillation
(5)
dialogue system
(4)
lifelong learning
(3)
multi-task learning
(2)
catastrophic forgetting
(2)
label smoothing
(2)
semi-supervised learning
(2)
language model
(2)
text generation
(2)
intent detection
(2)
dialog system
(2)
data augmentation
(1)
natural language inference
(1)
style transfer
(1)
few-shot learning
(1)
information bottleneck
(1)
text classification
(1)
question answering
(1)
natural language generation
(1)
Papers
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models
ACL 2024
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts
COLING 2024
Long-Tailed Question Answering in an Open World
ACL 2023
Domain Incremental Lifelong Learning in an Open World
ACL 2023
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation
ACL 2022
Rethinking and Refining the Distinct Metric
ACL 2022
LayerConnect: Hypernetwork-Assisted Inter-Layer Connector to Enhance Parameter Efficiency
COLING 2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue
EMNLP 2022
Semi-Supervised Lifelong Language Learning
EMNLP 2022
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection
AAAI 2022
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations
EMNLP 2022
Estimating Soft Labels for Out-of-Domain Intent Detection
EMNLP 2022
Diversifying Dialog Generation via Adaptive Label Smoothing
IJCNLP 2021
Stylized Dialogue Response Generation Using Stylized Unpaired Texts
AAAI 2021
Diversifying Dialog Generation via Adaptive Label Smoothing
ACL 2021
Transferable Persona-Grounded Dialogues via Grounded Minimal Edits
EMNLP 2021
Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data
EMNLP 2020
A Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data
AAAI 2020
Quantifying Context Overlap for Training Word Embeddings
EMNLP 2018