Xiaopeng Lu
6 papers · 2021–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π Renaissance Researcher (6) π Interdisciplinary Bridge π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (14)
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Keyword Pioneer
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Conferences
ACL (1)
EACL (1)
EMNLP (1)
IJCAI (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
cross-modal retrieval
(2)
open-domain question answering
(2)
inverted index
(2)
weighted bag-of-words
(2)
text-to-image retrieval
(2)
multimodal learning
(1)
multi-modal learning
(1)
embodied ai
(1)
evaluation framework
(1)
natural language
(1)
benchmark dataset
(1)
image-text alignment
(1)
neural retrieval
(1)
input perturbation
(1)
vision language
(1)
vector search
(1)
vision-language pretraining
(1)
fine-grained analysis
(1)
sparse transformer
(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
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words
ACL 2021
SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering
EACL 2021
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words
IJCNLP 2021
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval
NAACL 2021