Tsvetomila Mihaylova
6 papers · 2016–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Applications
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Keywords
latent structure model
(2)
transformer architecture
(1)
reinforcement learning
(1)
structured prediction
(1)
natural language processing
(1)
machine translation
(1)
natural language inference
(1)
semantic parsing
(1)
question classification
(1)
neural architecture
(1)
gradient approximation
(1)
surrogate gradient
(1)
discrete latent variable
(1)
straight-through estimator
(1)
neural network architecture
(1)
self-attention network
(1)
structured data
(1)
exposure bia
(1)
sequence-to-sequence model
(1)
scheduled sampling
(1)
Papers
Modeling Structure with Undirected Neural Networks
ICML 2022
Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning
EMNLP 2020
Latent Structure Models for Natural Language Processing
ACL 2019
Scheduled Sampling for Transformers
ACL 2019
SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums
SemEval 2019
SUper Team at SemEval-2016 Task 3: Building a Feature-Rich System for Community Question Answering
SemEval 2016