Gábor Melis
8 papers · 2016–2022 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(5)
Models
(5)
Architectures
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Techniques
(1)
Keywords
language model
(4)
recurrent neural network
(3)
variational inference
(2)
language modeling
(2)
document-level translation
(1)
mutual information
(1)
context modeling
(1)
grammar induction
(1)
hyperparameter tuning
(1)
constituency parsing
(1)
latent variable model
(1)
latent variable
(1)
long short-term memory
(1)
bleu score
(1)
neural machine translation
(1)
variational autoencoder
(1)
bayesian inference
(1)
posterior collapse
(1)
memory architecture
(1)
mixture of gaussian
(1)
Papers
Mutual Information Constraints for Monte-Carlo Objectives to Prevent Posterior Collapse Especially in Language Modelling
JMLR 2022
Capturing document context inside sentence-level neural machine translation models with self-training
EMNLP 2021
Mogrifier LSTM
ICLR 2020
Unsupervised Recurrent Neural Network Grammars
NAACL 2019
Variational Smoothing in Recurrent Neural Network Language Models
ICLR 2019
Memory Architectures in Recurrent Neural Network Language Models
ICLR 2018
On the State of the Art of Evaluation in Neural Language Models
ICLR 2018
Semantic Parsing with Semi-Supervised Sequential Autoencoders
EMNLP 2016