Yi Jing
10 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird
π
Century Club Β· Bronze
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Research topics
Machine Learning
(7)
Natural Language Processing
(7)
Artificial Intelligence
(4)
Deep Learning
(4)
Architectures
(4)
Core AI
(4)
Applications
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Interdisciplinary
(1)
Application Areas
(1)
Digital Humanities
(1)
Keywords
transformer architecture
(2)
sparse autoencoder
(2)
language model
(2)
sequence generation
(2)
machine translation
(2)
natural language processing
(1)
neural machine translation
(1)
feature extraction
(1)
cross-lingual transfer
(1)
bias mitigation
(1)
self-attention mechanism
(1)
concept representation
(1)
neural network optimization
(1)
adaptive sampling
(1)
preference modeling
(1)
knowledge distillation
(1)
reinforcement learning from human feedback
(1)
low-resource language
(1)
multilingual pretraining
(1)
curriculum learning
(1)
Papers
HistLens: Mapping Idea Change across Concepts and Corpora
ACL 2026
MRACL: Multi-Reward Space Guided Adaptive Curriculum Reinforcement Learning for LLMs
AAAI 2026
Automated Progressive Red Teaming
COLING 2025
Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF
NAACL 2025
LinguaLens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder
EMNLP 2025
Soft Language Clustering for Multilingual Model Pre-training
ACL 2023
TranSFormer: Slow-Fast Transformer for Machine Translation
ACL 2023
Learning Multiscale Transformer Models for Sequence Generation
ICML 2022
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation
ACL 2022
The NiuTrans Machine Translation Systems for WMT21
EMNLP 2021