Zheng Xin Yong
13 papers · 2022–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π₯ Mega-Team Β· Legion
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Renaissance Researcher
(5)
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The Questioner
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(9)
Resources & Methods
(9)
Deep Learning
(8)
Artificial Intelligence
(7)
Learning Types Β· Deep Learning
(7)
Core AI
(5)
Machine Learning
(4)
Learning Types Β· Machine Learning
(4)
Applications
(3)
Learning Paradigms
(3)
Models
(3)
Interdisciplinary
(2)
Linguistics
(2)
Computer Science
(1)
Speech & Audio
(1)
Keywords
multilingual language model
(6)
large language model
(5)
zero-shot generalization
(3)
multilingual nlp
(2)
low-resource language
(2)
cross-lingual transfer
(2)
sentiment analysis
(1)
transfer learning
(1)
multi-task learning
(1)
direct preference optimization
(1)
visual question answering
(1)
model security
(1)
prompt engineering
(1)
preference optimization
(1)
continued pretraining
(1)
text classification
(1)
automatic speech recognition
(1)
safety alignment
(1)
multilingual processing
(1)
natural language processing
(1)
Papers
Effects of Speaker Count, Duration, and Accent Diversity on Zero-Shot Accent Robustness in Low-Resource ASR
Interspeech 2025
The State of Multilingual LLM Safety Research: From Measuring The Language Gap To Mitigating It
EMNLP 2025
Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks
NAACL 2025
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
NeurIPS 2024
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons
EMNLP 2024
Position: A Safe Harbor for AI Evaluation and Red Teaming
ICML 2024
Preference Tuning For Toxicity Mitigation Generalizes Across Languages
EMNLP 2024
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting
ACL 2023
Crosslingual Generalization through Multitask Finetuning
ACL 2023
Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation
EMNLP 2023
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges
ACL 2023
Multitask Prompted Training Enables Zero-Shot Task Generalization
ICLR 2022
What Language Model to Train if You Have One Million GPU Hours?
EMNLP 2022