Xuan-Phi Nguyen
18 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(14)
Deep Learning
(12)
Artificial Intelligence
(11)
Core AI
(9)
Machine Learning
(8)
Learning Types Β· Deep Learning
(7)
Applications
(6)
Learning Types Β· Machine Learning
(5)
Resources & Methods
(4)
Architectures
(3)
Generation
(3)
Learning Paradigms
(3)
Application Areas
(2)
Core Methods
(2)
Optimization & Theory
(2)
Keywords
machine translation
(4)
low-resource language
(3)
large language model
(3)
unsupervised machine translation
(3)
multilingual nlp
(2)
constituency parsing
(2)
discourse parsing
(2)
beam search
(2)
instruction tuning
(2)
knowledge distillation
(2)
abstractive summarization
(2)
top-down decoding
(2)
pre-trained language model
(2)
neural machine translation
(2)
in-context learning
(1)
data augmentation
(1)
text classification
(1)
sentiment analysis
(1)
few-shot learning
(1)
language modeling
(1)
Papers
Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math
ACL 2026
J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization
ACL 2026
Demystifying Domain-adaptive Post-training for Financial LLMs
EMNLP 2025
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
ICLR 2025
ParaICL: Towards Parallel In-Context Learning
NAACL 2025
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts
ACL 2024
SeaLLMs - Large Language Models for Southeast Asia
ACL 2024
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization
EMNLP 2023
Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization
EMNLP 2023
Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation
ICLR 2022
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model
NeurIPS 2022
A Conditional Splitting Framework for Efficient Constituency Parsing
ACL 2021
Cross-model Back-translated Distillation for Unsupervised Machine Translation
ICML 2021
RST Parsing from Scratch
NAACL 2021
Data Diversification: A Simple Strategy For Neural Machine Translation
NeurIPS 2020
Differentiable Window for Dynamic Local Attention
ACL 2020
Efficient Constituency Parsing by Pointing
ACL 2020
Tree-Structured Attention with Hierarchical Accumulation
ICLR 2020