Gábor Melis
8 papers · 2016–2022 · 4 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6)
🐝
Cross-Pollinator
(13)
🚀
Conference Pioneer
🔥
Unstoppable
(5)
Conferences
ICLR (4)
EMNLP (2)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
variational inference
(1)
neural machine translation
(1)
language modeling
(1)
document-level translation
(1)
mutual information
(1)
context modeling
(1)
grammar induction
(1)
constituency parsing
(1)
latent variable model
(1)
latent variable
(1)
bleu score
(1)
variational autoencoder
(1)
language model
(1)
posterior collapse
(1)
monte-carlo objective
(1)
recurrent neural network grammar
(1)
sentence-level model
(1)
monte carlo objective
(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
On the State of the Art of Evaluation in Neural Language Models
ICLR 2018
Memory Architectures in Recurrent Neural Network Language Models
ICLR 2018
Semantic Parsing with Semi-Supervised Sequential Autoencoders
EMNLP 2016