Yiping Song
22 papers · 2015–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (45) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(4)
π€
Dynamic Duo
(12)
π§¬
Topic Evolution
π§
Keyword Pioneer
π
Trend Setter
ποΈ
Keyword Collector
(114)
β‘
Prolific Year Β· Productive
β
The Questioner
(2)
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Century Club Β· Bronze
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(16)
Artificial Intelligence
(13)
Natural Language Processing
(12)
Core AI
(12)
Deep Learning
(9)
Core Methods
(8)
Generation
(8)
Learning Types Β· Machine Learning
(8)
Architectures
(4)
Application Areas
(3)
Applications
(3)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(2)
Models
(2)
Reinforcement Learning
(1)
Keywords
dialogue system
(5)
dialogue generation
(3)
text generation
(3)
response generation
(2)
memory network
(2)
knowledge graph
(2)
large language model
(2)
chain of thought
(2)
neural network
(2)
few-shot learning
(2)
graph matching
(1)
question answering
(1)
natural language generation
(1)
sentiment analysis
(1)
multi-agent reinforcement learning
(1)
conversational ai
(1)
incremental learning
(1)
attention mechanism
(1)
ensemble learning
(1)
empirical study
(1)
Papers
DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering
AAAI 2026
Multi-Label Classification with Incremental and Decremental Features
AAAI 2026
Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning
ACL 2025
DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs
EMNLP 2025
DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation
ACL 2025
DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference
ACL 2025
MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models
COLING 2025
RMath: A Logic Reasoning-Focused Datasets Toward Mathematical Multistep Reasoning Tasks
AAAI 2025
Context-aware Watermark with Semantic Balanced Green-red Lists for Large Language Models
EMNLP 2024
StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer
COLING 2024
DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation
AAAI 2022
Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory
EMNLP 2022
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation
ACL 2022
Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks
AAAI 2021
Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks
ACL 2020
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation
ACL 2020
An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems
IJCAI 2018
Diversifying Neural Conversation Model with Maximal Marginal Relevance
IJCNLP 2017
How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models
ACL 2017
Dialogue Session Segmentation by Embedding-Enhanced TextTiling
Interspeech 2016
Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation
COLING 2016
Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model
IJCAI 2015