Fréderic Godin
8 papers · 2018–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (25) 🌍 Conference Polyglot · Silver 🌈 Renaissance Researcher (6)
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Research topics
Artificial Intelligence
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Machine Learning
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Core AI · Artificial Intelligence
(4)
Natural Language Processing
(3)
Application Areas
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Deep Learning
(2)
Architectures
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Core Methods
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Computer Vision
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
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Applications
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
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Keywords
embedding space
(1)
data augmentation
(1)
in-context learning
(1)
cross-lingual transfer
(1)
question answering
(1)
sentiment classification
(1)
policy learning
(1)
out-of-distribution generalization
(1)
bias correction
(1)
risk estimation
(1)
knowledge graph
(1)
convolutional neural network
(1)
geometric transformation
(1)
bidirectional lstm
(1)
sentence embedding
(1)
abstractive summarization
(1)
conditional value at risk
(1)
extreme value theory
(1)
morphological tagging
(1)
reinforcement learning
(1)
Papers
IDAS: Intent Discovery with Abstractive Summarization
ACL 2023
Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study
EMNLP 2023
Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals
EMNLP 2022
A Simple Geometric Method for Cross-Lingual Linguistic Transformations with Pre-trained Autoencoders
EMNLP 2021
Bias-corrected peaks-over-threshold estimation of the CVaR
UAI 2021
Learning When Not to Answer: a Ternary Reward Structure for Reinforcement Learning Based Question Answering
NAACL 2019
Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules?
EMNLP 2018
Predefined Sparseness in Recurrent Sequence Models
CoNLL 2018