Andrea Gesmundo
11 papers · 2009–2023 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16)
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Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Applications Β· Computer Science
(1)
Applications Β· Natural Language Processing
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
transfer learning
(2)
reinforcement learning
(2)
text classification
(1)
policy gradient
(1)
question answering
(1)
information retrieval
(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)
neural network
(1)
model compression
(1)
question reformulation
(1)
image classification
(1)
Papers
Scaling Up Models and Data with t5x and seqio
JMLR 2023
Parameter-Efficient Transfer Learning for NLP
ICML 2019
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning
ICLR 2018
Transfer Learning with Neural AutoML
NeurIPS 2018
Projecting the Knowledge Graph to Syntactic Parsing
EACL 2014
Undirected Machine Translation with Discriminative Reinforcement Learning
EACL 2014
HadoopPerceptron: a Toolkit for Distributed Perceptron Training and Prediction with MapReduce
EACL 2012
Heuristic Cube Pruning in Linear Time
ACL 2012
Lemmatisation as a Tagging Task
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