Antoine Doucet
16 papers · 2013–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (23) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Mega-Team · Squad
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The Questioner
(2)
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Unstoppable · Bronze
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Century Club · Bronze
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Prolific Year · Productive
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Research topics
Natural Language Processing
(14)
Resources & Methods
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Understanding
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Applications · Natural Language Processing
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Artificial Intelligence
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Deep Learning
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Data Science & Analytics
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Applications · Data Science & Analytics
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Keywords
named entity recognition
(5)
multilingual nlp
(3)
information retrieval
(2)
natural language processing
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transformer model
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timeline summarization
(2)
historical document
(2)
text classification
(2)
transfer learning
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ensemble learning
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topic modeling
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question answering
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machine-generated text detection
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domain adaptation
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contrastive learning
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multilingual text
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neural architecture
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deep learning
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prompt-based learning
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sequence labeling
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Papers
L3IRIT at SemEval-2026 Task 4: Learning Narrative Similarity from Aligned Film Plot Summaries
SemEval 2026
DeBERTa Beats Behemoths: A Comparative Analysis of Fine-Tuning, Prompting, and PEFT Approaches on LegalLensNER
EMNLP 2024
L3i++ at SemEval-2024 Task 8: Can Fine-tuned Large Language Model Detect Multigenerator, Multidomain, and Multilingual Black-Box Machine-Generated Text?
SemEval 2024
L3I++ at SemEval-2023 Task 2: Prompting for Multilingual Complex Named Entity Recognition
SemEval 2023
Archive TimeLine Summarization (ATLS): Conceptual Framework for Timeline Generation over Historical Document Collections
COLING 2022
Contextualizing Emerging Trends in Financial News Articles
EMNLP 2022
IJS at TextGraphs-16 Natural Language Premise Selection Task: Will Contextual Information Improve Natural Language Premise Selection?
COLING 2022
L3i at SemEval-2022 Task 11: Straightforward Additional Context for Multilingual Named Entity Recognition
SemEval 2022
Using Contextual Sentence Analysis Models to Recognize ESG Concepts
EMNLP 2022
EMBEDDIA Tools, Datasets and Challenges: Resources and Hackathon Contributions
EACL 2021
Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries
ACL 2021
Using a Frustratingly Easy Domain and Tagset Adaptation for Creating Slavic Named Entity Recognition Systems
EACL 2021
Alleviating Digitization Errors in Named Entity Recognition for Historical Documents
CoNLL 2020
Multilingual Epidemiological Text Classification: A Comparative Study
COLING 2020
TLR at BSNLP2019: A Multilingual Named Entity Recognition System
ACL 2019
“Let Everything Turn Well in Your Wife”: Generation of Adult Humor Using Lexical Constraints
ACL 2013