Timothée Bernard
8 papers · 2020–2025 · 5 venues · across top CS/AI venues
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 📈 Trend Setter
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signaling games
(2)
multi-agent system
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neural agent
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lexical semantics
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adversarial training
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statistical analysis
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few-shot learning
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contrastive learning
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word sense disambiguation
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feature learning
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named entity recognition
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syntactic parsing
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semantic parsing
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data annotation
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embedding learning
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dependency parsing
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part-of-speech tagging
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supervised contrastive learning
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natural language processing
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Papers
On the Relation Between Fine-Tuning, Topological Properties, and Task Performance in Sense-Enhanced Embeddings
ACL 2025
Improving Word Sense Induction through Adversarial Forgetting of Morphosyntactic Information
NAACL 2024
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data
EMNLP 2024
The Emergence of High-Level Semantics in a Signaling Game
NAACL 2024
So many design choices: Improving and interpreting neural agent communication in signaling games
ACL 2023
Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task
EACL 2021
Tabouid: a Wikipedia-based word guessing game
ACL 2020
What Meaning-Form Correlation Has to Compose With: A Study of MFC on Artificial and Natural Language
COLING 2020