Vincent Guigue
7 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (19) 🧭 Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
EMNLP (3)
ACL (1)
EACL (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
relation extraction
(3)
named entity recognition
(2)
benchmark evaluation
(1)
few-shot learning
(1)
model evaluation
(1)
evaluation methodology
(1)
feature attribution
(1)
neural network optimization
(1)
empirical evaluation
(1)
model comparison
(1)
state-space model
(1)
deep neural network
(1)
benchmark dataset
(1)
generalization capability
(1)
parameter efficient fine-tuning
(1)
encoder-decoder architecture
(1)
discriminative model
(1)
synthetic dataset
(1)
long-term dependency
(1)
attribution method
(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