Andrea Gesmundo
11 papers · 2009–2023 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (14) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (13)
π
Conference Polyglot
(8)
π
Academic Marathon
(14)
π
Renaissance Researcher
(5)
π₯
Mega-Team
(45)
π
Century Club
(11)
π
Trend Setter
π
Conference Pioneer
Conferences
EACL (3)
ACL (2)
CONLL (1)
EMNLP (1)
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
transfer learning
(2)
image classification
(1)
reinforcement learning
(1)
text classification
(1)
neural architecture search
(1)
distributed computing
(1)
model scaling
(1)
parameter efficiency
(1)
data pipeline
(1)
automated machine learning
(1)
adapter module
(1)
language classification
(1)
large language model
(1)
model compression
(1)
neural network
(1)
Papers
Scaling Up Models and Data with t5x and seqio
JMLR 2023
Parameter-Efficient Transfer Learning for NLP
ICML 2019
Transfer Learning with Neural AutoML
NIPS 2018
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning
ICLR 2018
Undirected Machine Translation with Discriminative Reinforcement Learning
EACL 2014
Projecting the Knowledge Graph to Syntactic Parsing
EACL 2014
Lemmatisation as a Tagging Task
ACL 2012
HadoopPerceptron: a Toolkit for Distributed Perceptron Training and Prediction with MapReduce
EACL 2012
Heuristic Cube Pruning in Linear Time
ACL 2012
Heuristic Search for Non-Bottom-Up Tree Structure Prediction
EMNLP 2011
A Latent Variable Model of Synchronous Syntactic-Semantic Parsing for Multiple Languages
CONLL 2009