Xiaopeng Lu
5 papers · 2021–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Research topics
Computer Vision
(3)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Deep Learning
(2)
Analysis
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Machine Learning
(1)
Applications · Computer Science
(1)
Architectures
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
open-domain question answering
(2)
multimodal learning
(2)
sparse representation
(1)
model evaluation
(1)
information retrieval
(1)
cross-modal retrieval
(1)
embodied ai
(1)
evaluation framework
(1)
natural language
(1)
inverted index
(1)
benchmark dataset
(1)
vision-language pre-training
(1)
image-text alignment
(1)
text-to-image retrieval
(1)
neural retrieval
(1)
input perturbation
(1)
vision language
(1)
vector search
(1)
fine-grained analysis
(1)
cross-modal information retrieval
(1)
Papers
Core Challenges in Embodied Vision-Language Planning (Extended Abstract)
IJCAI 2023
An Explainable Toolbox for Evaluating Pre-trained Vision-Language Models
EMNLP 2022
SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering
EACL 2021
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval
NAACL 2021
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words
ACL 2021