Linqing Liu
8 papers · 2016–2023 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze
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Conference Pioneer
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The Questioner
Venues
Top co-authors
Research topics
Natural Language Processing
(4)
Deep Learning
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Applications
(2)
Techniques
(2)
Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
multi-task learning
(1)
text summarization
(1)
text-to-image generation
(1)
sharpness-aware minimization
(1)
loss landscape
(1)
semantic matching
(1)
compositional generalization
(1)
text categorization
(1)
semantic similarity
(1)
diffusion model
(1)
compositional representation
(1)
stochastic weight averaging
(1)
systematic generalization
(1)
stable diffusion
(1)
retrieval-augmented generation
(1)
cross attention
(1)
flat minima
(1)
attention map
(1)
generalization performance
(1)
attribution map
(1)
Papers
What the DAAM: Interpreting Stable Diffusion Using Cross Attention
ACL 2023
Challenges in Generalization in Open Domain Question Answering
NAACL 2022
When Do Flat Minima Optimizers Work?
NeurIPS 2022
Controllable Abstractive Dialogue Summarization with Sketch Supervision
ACL 2021
A Multi-Task Learning Framework for Abstractive Text Summarization
AAAI 2019
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling
EMNLP 2019
Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling
EMNLP 2019
Detecting “Smart” Spammers on Social Network: A Topic Model Approach
NAACL 2016