Vincent Guigue
7 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
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Topic Evolution
Top co-authors
Research topics
Keywords
relation extraction
(3)
named entity recognition
(2)
benchmark evaluation
(1)
self-supervised learning
(1)
empirical evaluation
(1)
model evaluation
(1)
evaluation methodology
(1)
benchmark dataset
(1)
feature attribution
(1)
neural network optimization
(1)
few-shot learning
(1)
model comparison
(1)
state space model
(1)
deep neural network
(1)
representation learning
(1)
generalization capability
(1)
parameter-efficient fine-tuning
(1)
encoder-decoder architecture
(1)
discriminative model
(1)
unsupervised learning
(1)
Papers
SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation
ICLR 2025
LOCOST: State-Space Models for Long Document Abstractive Summarization
EACL 2024
Improving generalization in large langue model by learning prefix subspaces
EMNLP 2023
Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction
EMNLP 2021
Towards Rigorous Interpretations: a Formalisation of Feature Attribution
ICML 2021
Let’s Stop Incorrect Comparisons in End-to-end Relation Extraction!
EMNLP 2020
Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses
ACL 2019