Bowen Tan
17 papers · 2018–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (8) π Cross-Pollinator (7)
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(43)
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Cross-Pollinator
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(11)
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Topic Evolution
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Century Club
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Conferences
ACL (5)
EMNLP (3)
NIPS (3)
NAACL (2)
AAAI (1)
COLING (1)
ICML (1)
IJCNLP (1)
Top co-authors
Keywords
text generation
(4)
multi-task learning
(3)
large language model
(3)
dialogue system
(3)
reinforcement learning
(2)
pretrained language model
(2)
text summarization
(2)
knowledge graph
(2)
dialog generation
(2)
machine translation
(2)
policy gradient
(1)
relation extraction
(1)
conversational ai
(1)
natural language generation
(1)
data augmentation
(1)
domain adaptation
(1)
neural text generation
(1)
knowledge distillation
(1)
transfer learning
(1)
model merging
(1)
Papers
Synthesizing Privacy-Preserving Text Data via Finetuning *without* Finetuning Billion-Scale LLMs
ICML 2025
RedCoast: A Lightweight Tool to Automate Distributed Training of LLMs on Any GPU/TPUs
NAACL 2024
$\texttt{Model-GLUE}$: Democratized LLM Scaling for A Large Model Zoo in the Wild
NIPS 2024
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
NIPS 2023
An Efficient Conversational Smart Compose System
ACL 2023
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data
EMNLP 2022
On the Generation of Medical Dialogs for COVID-19
ACL 2021
Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation
EMNLP 2021
On the Generation of Medical Dialogs for COVID-19
IJCNLP 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
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation
ACL 2019
Learning Data Manipulation for Augmentation and Weighting
NIPS 2019
Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation
ACL 2018
Structured Dialogue Policy with Graph Neural Networks
COLING 2018