Gaël Guibon
7 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(5)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Applications · Natural Language Processing
(2)
Generation
(2)
Learning Paradigms
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core AI
(1)
Keywords
few-shot learning
(2)
text classification
(2)
prototypical network
(2)
emotion recognition
(2)
metric learning
(2)
customer service
(2)
question answering
(1)
text generation
(1)
supervised learning
(1)
context modeling
(1)
language model
(1)
decision tree
(1)
word embedding
(1)
random forest
(1)
transformer encoder
(1)
emotion classification
(1)
siamese network
(1)
dialogue summarization
(1)
abstractive summarization
(1)
conversation modeling
(1)
Papers
Linking Industry Sectors and Financial Statements: A Hybrid Approach for Company Classification
AAAI 2025
QUARTZ: QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization
EMNLP 2025
SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation
ACL 2024
An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data
AAAI 2023
Few-Shot Emotion Recognition in Conversation with Sequential Prototypical Networks
EMNLP 2021
Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories
ACL 2021
LIS at SemEval-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji Prediction
SemEval 2018