Yafu Li
20 papers · 2021–2026 · 6 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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πΊοΈ Taxonomy Completionist (49) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (16)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(98)
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(14)
Machine Learning
(13)
Artificial Intelligence
(12)
Deep Learning
(11)
Applications
(11)
Core AI
(11)
Learning Types Β· Deep Learning
(8)
Resources & Methods
(6)
Learning Types Β· Machine Learning
(5)
Application Areas
(3)
Core Methods
(3)
Optimization & Theory
(3)
Generation
(2)
Learning Paradigms
(2)
Models
(2)
Keywords
large language model
(9)
neural machine translation
(6)
machine translation
(5)
compositional generalization
(3)
human evaluation
(2)
benchmark evaluation
(2)
text classification
(2)
translation quality
(2)
text generation
(2)
neural network
(2)
domain generalization
(2)
non-autoregressive translation
(2)
in-context learning
(1)
knowledge editing
(1)
mathematical reasoning
(1)
catastrophic forgetting
(1)
contrastive learning
(1)
prototype learning
(1)
machine-generated text detection
(1)
continual learning
(1)
Papers
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models
ACL 2026
VideoSSR: Video Self-Supervised Reinforcement Learning
CVPR 2026
Keys to Robust Edits: From Theoretical Insights to Practical Advances
ACL 2025
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs
ACL 2025
SEE: Continual Fine-tuning with Sequential Ensemble of Experts
ACL 2025
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback
ICML 2025
Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing
ACL 2025
LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation
EMNLP 2024
MAGE: Machine-generated Text Detection in the Wild
ACL 2024
Spotting AIβs Touch: Identifying LLM-Paraphrased Spans in Text
ACL 2024
Understanding In-Context Learning from Repetitions
ICLR 2024
What Have We Achieved on Non-autoregressive Translation?
ACL 2024
Consistency Regularization Training for Compositional Generalization
ACL 2023
Explicit Syntactic Guidance for Neural Text Generation
ACL 2023
GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective
ACL 2023
Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation
ACL 2023
Categorizing Semantic Representations for Neural Machine Translation
COLING 2022
Multi-Granularity Optimization for Non-Autoregressive Translation
EMNLP 2022
Prompt-Driven Neural Machine Translation
ACL 2022
On Compositional Generalization of Neural Machine Translation
ACL 2021