Yangyifan Xu
7 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Natural Language Processing
(6)
Machine Learning
(4)
Artificial Intelligence
(3)
Applications
(3)
Core AI
(3)
Application Areas
(2)
Optimization & Theory · Machine Learning
(2)
Resources & Methods
(2)
Deep Learning
(1)
Core Methods
(1)
Generation
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(3)
preference learning
(1)
token mapping
(1)
knowledge transfer
(1)
knowledge distillation
(1)
machine translation
(1)
neural machine translation
(1)
parallel inference
(1)
data selection
(1)
model ensemble
(1)
cross-entropy loss
(1)
reasoning verification
(1)
human preference
(1)
beam search
(1)
attention mechanism
(1)
long-context training
(1)
latency optimization
(1)
adaptive training
(1)
simultaneous machine translation
(1)
catastrophic forgetting
(1)
Papers
Boosting LLM Translation Skills without General Ability Loss via Rationale Distillation
ACL 2025
Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus
EMNLP 2025
Hit the Sweet Spot! Span-Level Ensemble for Large Language Models
COLING 2025
LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs
ACL 2025
SimulPL: Aligning Human Preferences in Simultaneous Machine Translation
ICLR 2025
Bridging the Gap between Different Vocabularies for LLM Ensemble
NAACL 2024
Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation
ACL 2021