Ke Tran
10 papers · 2016–2026 · 3 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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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Half
β
The Questioner
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(9)
Applications
(8)
Deep Learning
(6)
Machine Learning
(5)
Learning Types Β· Deep Learning
(4)
Artificial Intelligence
(3)
Generation
(3)
Learning Types Β· Machine Learning
(3)
Application Areas
(2)
Architectures
(2)
Learning Paradigms
(2)
Models
(2)
Resources & Methods
(2)
Core AI
(1)
Optimization & Theory
(1)
Keywords
neural machine translation
(5)
document-level translation
(2)
dependency parsing
(2)
zero-shot learning
(1)
machine translation
(1)
data augmentation
(1)
attention mechanism
(1)
iterative refinement
(1)
semantic parsing
(1)
language modeling
(1)
unsupervised parsing
(1)
extractive summarization
(1)
literary translation
(1)
text summarization
(1)
few-shot learning
(1)
synthetic data generation
(1)
catastrophic forgetting
(1)
hierarchical representation
(1)
hierarchical structure
(1)
unsupervised learning
(1)
Papers
What Does LLM Refinement Actually Improve? A Systematic Study on Document-Level Literary Translation
ACL 2026
The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities
ACL 2024
A Hybrid Approach to Cross-lingual Product Review Summarization
EMNLP 2022
The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation
NAACL 2022
Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation
EMNLP 2021
Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations
EMNLP 2020
Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations
EMNLP 2019
Inducing Grammars with and for Neural Machine Translation
ACL 2018
The Importance of Being Recurrent for Modeling Hierarchical Structure
EMNLP 2018
Recurrent Memory Networks for Language Modeling
NAACL 2016