Yuan Ni
14 papers · 2019–2025 · 4 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 (39) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze 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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Keyword Pioneer
π₯
Mega-Team Β· Squad
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Century Club Β· Bronze
ποΈ
Keyword Collector
(66)
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Trend Setter
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(11)
Machine Learning
(10)
Deep Learning
(7)
Applications
(7)
Artificial Intelligence
(6)
Application Areas
(6)
Core AI
(5)
Learning Types Β· Deep Learning
(5)
Optimization & Theory Β· Machine Learning
(5)
Generation
(4)
Resources & Methods
(4)
Core Methods
(3)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Keywords
transfer learning
(2)
language model
(2)
neural network optimization
(2)
early exiting
(2)
knowledge distillation
(2)
natural language inference
(2)
pre-trained language model
(2)
large language model
(2)
model compression
(2)
question answering
(2)
text generation
(1)
named entity recognition
(1)
extractive summarization
(1)
commonsense knowledge
(1)
text classification
(1)
multi-task learning
(1)
information extraction
(1)
machine reading comprehension
(1)
neural architecture search
(1)
model architecture
(1)
Papers
Prefix-Enhanced Large Language Models with Reused Training Data in Multi-Turn Medical Dialogue
NAACL 2025
IAPT: Instance-Aware Prompt Tuning for Large Language Models
ACL 2024
ULTRAFEEDBACK: Boosting Language Models with Scaled AI Feedback
ICML 2024
BADGE: Speeding Up BERT Inference after Deployment via Block-wise Bypasses and Divergence-based Early Exiting
ACL 2023
Unified Demonstration Retriever for In-Context Learning
ACL 2023
A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation
ACL 2022
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark
ACL 2022
Discovering Better Model Architectures for Medical Query Understanding
NAACL 2021
GAML-BERT: Improving BERT Early Exiting by Gradient Aligned Mutual Learning
EMNLP 2021
Global Attention Decoder for Chinese Spelling Error Correction
ACL 2021
paht_nlp @ MEDIQA 2021: Multi-grained Query Focused Multi-Answer Summarization
NAACL 2021
NLP-PINGAN-TECH @ CL-SciSumm 2020
EMNLP 2020
PANLP at MEDIQA 2019: Pre-trained Language Models, Transfer Learning and Knowledge Distillation
ACL 2019
Pingan Smart Health and SJTU at COIN - Shared Task: utilizing Pre-trained Language Models and Common-sense Knowledge in Machine Reading Tasks
EMNLP 2019