Bowen Tan
16 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
π€
Dynamic Duo
(11)
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(89)
Top co-authors
Research topics
Artificial Intelligence
(12)
Machine Learning
(11)
Core AI
(11)
Natural Language Processing
(10)
Generation
(9)
Deep Learning
(7)
Learning Types Β· Machine Learning
(5)
Application Areas
(4)
Learning Types Β· Deep Learning
(4)
Core Methods
(3)
Reinforcement Learning
(2)
Architectures
(2)
Methods
(2)
Optimization & Theory
(2)
Computer Science
(1)
Keywords
text generation
(4)
large language model
(3)
dialogue system
(3)
machine translation
(2)
reinforcement learning
(2)
pre-trained language model
(2)
knowledge graph
(2)
text summarization
(2)
multi-task learning
(2)
policy gradient
(1)
relation extraction
(1)
data augmentation
(1)
conversational ai
(1)
natural language generation
(1)
domain adaptation
(1)
knowledge distillation
(1)
transfer learning
(1)
neural text generation
(1)
weak supervision
(1)
model merging
(1)
Papers
Synthesizing Privacy-Preserving Text Data via Finetuning *without* Finetuning Billion-Scale LLMs
ICML 2025
Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild
NeurIPS 2024
RedCoast: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs
NAACL 2024
An Efficient Conversational Smart Compose System
ACL 2023
BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models
ACL 2023
Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer
NeurIPS 2023
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data
EMNLP 2022
Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation
EMNLP 2021
On the Generation of Medical Dialogs for COVID-19
ACL 2021
Progressive Generation of Long Text with Pretrained Language Models
NAACL 2021
Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks
AAAI 2020
Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach
EMNLP 2020
Learning Data Manipulation for Augmentation and Weighting
NeurIPS 2019
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation
ACL 2019
Structured Dialogue Policy with Graph Neural Networks
COLING 2018
Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation
ACL 2018