Thierry Charnois
18 papers · 2017–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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🗺️ Taxonomy Completionist (28) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(13)
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Prolific Year · Productive
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Unstoppable · Bronze
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Century Club · Bronze
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Research topics
Natural Language Processing
(16)
Machine Learning
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Understanding
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Deep Learning
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Applications
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Core Methods
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Artificial Intelligence
(4)
Learning Types · Deep Learning
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Application Areas
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Architectures
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Learning Types · Machine Learning
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Optimization & Theory
(3)
Resources & Methods
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Core AI
(2)
Learning Paradigms
(2)
Keywords
named entity recognition
(11)
sequence labeling
(5)
zero-shot learning
(3)
text classification
(3)
conditional random field
(3)
graph neural network
(3)
relation extraction
(3)
semantic relation
(2)
dependency parsing
(2)
information extraction
(2)
span classification
(2)
event extraction
(2)
few-shot learning
(2)
language model
(2)
pre-trained language model
(2)
span representation
(2)
graph generation
(1)
multi-label classification
(1)
unsupervised clustering
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gradient descent
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Papers
Leveraging Text-to-Text Transformers as Classifier Chain for Few-Shot Multi-Label Classification
EMNLP 2025
Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement
NAACL 2025
An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction
AAAI 2024
Enhancing Few-Shot Topic Classification with Verbalizers. a Study on Automatic Verbalizer and Ensemble Methods
COLING 2024
GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer
NAACL 2024
Information Extraction with Differentiable Beam Search on Graph RNNs
COLING 2024
Cross-Dialectal Named Entity Recognition in Arabic
EMNLP 2023
Filtered Semi-Markov CRF
EMNLP 2023
LIPN at WojoodNER shared task: A Span-Based Approach for Flat and Nested Arabic Named Entity Recognition
EMNLP 2023
ArabIE: Joint Entity, Relation and Event Extraction for Arabic
EMNLP 2022
Global Span Selection for Named Entity Recognition
EMNLP 2022
GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks
ACL 2022
Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm
AACL 2022
Named Entity Recognition as Structured Span Prediction
EMNLP 2022
Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing
ACL 2021
SemEval-2018 Task 7: Semantic Relation Extraction and Classification in Scientific Papers
SemEval 2018
Exploring Vector Spaces for Semantic Relations
EMNLP 2017
LIPN at SemEval-2017 Task 10: Filtering Candidate Keyphrases from Scientific Publications with Part-of-Speech Tag Sequences to Train a Sequence Labeling Model
SemEval 2017