Yinhe Zheng
18 papers · 2018–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (48)
🧬
Topic Evolution
🗃️
Keyword Collector
(103)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(14)
Natural Language Processing
(14)
Artificial Intelligence
(10)
Generation
(10)
Deep Learning
(9)
Core AI
(7)
Learning Types · Machine Learning
(7)
Application Areas
(6)
Learning Types · Deep Learning
(6)
Applications
(4)
Learning Paradigms
(4)
Resources & Methods
(4)
Core Methods
(3)
Models
(2)
Optimization & Theory
(2)
Keywords
knowledge distillation
(5)
dialogue generation
(4)
dialogue system
(4)
lifelong learning
(3)
multi-task learning
(2)
catastrophic forgetting
(2)
language model
(2)
dialog system
(2)
semi-supervised learning
(2)
intent detection
(2)
text generation
(2)
natural language inference
(1)
style transfer
(1)
data augmentation
(1)
few-shot learning
(1)
information bottleneck
(1)
text classification
(1)
question answering
(1)
natural language generation
(1)
natural language processing
(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
Domain Incremental Lifelong Learning in an Open World
ACL 2023
Long-Tailed Question Answering in an Open World
ACL 2023
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations
EMNLP 2022
Estimating Soft Labels for Out-of-Domain Intent Detection
EMNLP 2022
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection
AAAI 2022
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation
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
Rethinking and Refining the Distinct Metric
ACL 2022
Semi-Supervised Lifelong Language Learning
EMNLP 2022
Diversifying Dialog Generation via Adaptive Label Smoothing
ACL 2021
Stylized Dialogue Response Generation Using Stylized Unpaired Texts
AAAI 2021
Transferable Persona-Grounded Dialogues via Grounded Minimal Edits
EMNLP 2021
A Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data
AAAI 2020
Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data
EMNLP 2020
Quantifying Context Overlap for Training Word Embeddings
EMNLP 2018