Bei Shi
16 papers · 2014–2026 · 9 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· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (39)
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Topic Evolution
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Keyword Collector
(77)
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Century Club Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(6)
Natural Language Processing
(6)
Artificial Intelligence
(5)
Reinforcement Learning
(5)
Applications Β· Reinforcement Learning
(5)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(5)
Core AI
(4)
Methods
(4)
Application Areas
(3)
Core Methods
(3)
Generation
(3)
Optimization & Theory
(3)
Applications Β· Natural Language Processing
(2)
Keywords
reinforcement learning
(2)
word embedding
(2)
text generation
(2)
game artificial intelligence
(2)
deep reinforcement learning
(2)
monte carlo tree search
(2)
game ai
(2)
neural network training
(1)
domain adaptation
(1)
representation learning
(1)
transfer learning
(1)
sentiment analysis
(1)
variational inference
(1)
policy gradient
(1)
image classification
(1)
language modeling
(1)
robotic manipulation
(1)
knowledge distillation
(1)
sentiment classification
(1)
attention mechanism
(1)
Papers
Benchmarking and Learning Real-World Customer Service Dialogue
ACL 2026
On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm
CVPR 2024
A Theoretical Analysis of the Repetition Problem in Text Generation
AAAI 2021
Combining Tree Search and Action Prediction for State-of-the-Art Performance in DouDiZhu
IJCAI 2021
Learning Diverse Policies in MOBA Games via Macro-Goals
NeurIPS 2021
Mastering Complex Control in MOBA Games with Deep Reinforcement Learning
AAAI 2020
Partially-Aligned Data-to-Text Generation with Distant Supervision
EMNLP 2020
Towards Playing Full MOBA Games with Deep Reinforcement Learning
NeurIPS 2020
Unsupervised KB-to-Text Generation with Auxiliary Triple Extraction using Dual Learning
AACL 2020
DHER: Hindsight Experience Replay for Dynamic Goals
ICLR 2019
Word Embedding as Maximum A Posteriori Estimation
AAAI 2019
Learning Domain-Sensitive and Sentiment-Aware Word Embeddings
ACL 2018
Transformation Networks for Target-Oriented Sentiment Classification
ACL 2018
Detecting Common Discussion Topics Across Culture From News Reader Comments
ACL 2016
A Unified Model for Unsupervised Opinion Spamming Detection Incorporating Text Generality
IJCAI 2015
A Probabilistic Co-Bootstrapping Method for Entity Set Expansion
COLING 2014