Gaetano Rossiello
10 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (31) π₯ Mega-Team Β· Squad
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Century Club Β· Bronze
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Trend Setter
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Conference Pioneer
Top co-authors
Research topics
Deep Learning
(7)
Natural Language Processing
(7)
Machine Learning
(6)
Applications
(6)
Artificial Intelligence
(5)
Knowledge & Reasoning
(5)
Core AI
(5)
Core Methods
(5)
Learning Types Β· Deep Learning
(4)
Representation
(4)
Application Areas
(3)
Generation
(3)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Keywords
knowledge graph
(5)
retrieval-augmented generation
(4)
slot filling
(2)
neural retrieval
(2)
relation extraction
(2)
entity embedding
(2)
siamese network
(2)
fact checking
(2)
question answering
(2)
knowledge base
(1)
semantic parsing
(1)
text generation
(1)
knowledge distillation
(1)
graph embedding
(1)
transfer learning
(1)
named entity recognition
(1)
embedding learning
(1)
data imputation
(1)
variational autoencoder
(1)
information extraction
(1)
Papers
KnowGL: Knowledge Generation and Linking from Text
AAAI 2023
Retrieval-Based Transformer for Table Augmentation
ACL 2023
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering
EMNLP 2022
KGI: An Integrated Framework for Knowledge Intensive Language Tasks
EMNLP 2022
Re2G: Retrieve, Rerank, Generate
NAACL 2022
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
ACL 2021
Open Knowledge Graphs Canonicalization using Variational Autoencoders
EMNLP 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling
EMNLP 2021
Learning Relational Representations by Analogy using Hierarchical Siamese Networks
NAACL 2019
Learning to Transfer Relational Representations through Analogy
AAAI 2019