Jianhao Yan
19 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(12)
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Topic Evolution
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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The Questioner
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(16)
Machine Learning
(10)
Applications
(10)
Deep Learning
(9)
Artificial Intelligence
(6)
Core AI
(6)
Optimization & Theory
(5)
Resources & Methods
(5)
Learning Types Β· Deep Learning
(4)
Models
(4)
Generation
(3)
Learning Types Β· Machine Learning
(3)
Architectures
(2)
Core Methods
(2)
Computer Science
(1)
Keywords
neural machine translation
(8)
large language model
(5)
text generation
(4)
machine translation
(3)
knowledge distillation
(2)
in-context learning
(2)
beam search
(2)
variational autoencoder
(2)
non-autoregressive translation
(2)
language model
(2)
attention mechanism
(1)
relation extraction
(1)
natural language generation
(1)
question answering
(1)
temporal reasoning
(1)
text classification
(1)
contrastive learning
(1)
document-level translation
(1)
sentiment analysis
(1)
syntactic parsing
(1)
Papers
Dynamics of Instruction Fine-Tuning for Chinese Large Language Models
COLING 2025
ELICIT: LLM Augmentation Via External In-context Capability
ICLR 2025
Keys to Robust Edits: From Theoretical Insights to Practical Advances
ACL 2025
Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing
ACL 2025
DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding
COLING 2024
Empirical Prior for Text Autoencoders
EMNLP 2024
RefuteBench: Evaluating Refuting Instruction-Following for Large Language Models
ACL 2024
Understanding In-Context Learning from Repetitions
ICLR 2024
What Have We Achieved on Non-autoregressive Translation?
ACL 2024
Explicit Syntactic Guidance for Neural Text Generation
ACL 2023
Non-Autoregressive Document-Level Machine Translation
EMNLP 2023
Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation
ACL 2023
Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space
EMNLP 2022
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation
NeurIPS 2022
Selective Knowledge Distillation for Neural Machine Translation
ACL 2021
A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph
EMNLP 2020
Multi-Unit Transformers for Neural Machine Translation
EMNLP 2020
WeChat Neural Machine Translation Systems for WMT20
EMNLP 2020
Relation Extraction with Temporal Reasoning Based on Memory Augmented Distant Supervision
NAACL 2019