Patrick Verga
10 papers · 2016–2021 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird
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Century Club Β· Bronze
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Research topics
Machine Learning
(7)
Natural Language Processing
(6)
Understanding
(5)
Deep Learning
(4)
Architectures
(4)
Core Methods
(4)
Learning Types
(4)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Applications
(2)
Knowledge & Reasoning
(1)
Clinical
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
named entity recognition
(3)
recursive autoencoder
(2)
knowledge base
(2)
representation learning
(2)
relation extraction
(2)
unsupervised learning
(2)
constituency parsing
(2)
multi-instance learning
(1)
entity linking
(1)
natural language processing
(1)
attention mechanism
(1)
question answering
(1)
matrix factorization
(1)
syntactic parsing
(1)
semantic role labeling
(1)
embedding learning
(1)
syntactic analysis
(1)
unsupervised parsing
(1)
part-of-speech tagging
(1)
dependency parsing
(1)
Papers
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations
ICML 2021
Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders
EMNLP 2019
Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders
NAACL 2019
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking
ACL 2018
Linguistically-Informed Self-Attention for Semantic Role Labeling
EMNLP 2018
Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets
EMNLP 2018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction
NAACL 2018
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions
EMNLP 2017
Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
EACL 2017
Multilingual Relation Extraction using Compositional Universal Schema
NAACL 2016