Sophie Rosset
20 papers · 2011–2025 · 8 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (28)
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Century Club · Bronze
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Keywords
spoken language understanding
(4)
named entity recognition
(3)
french language
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transfer learning
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text classification
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cross-lingual transfer
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information retrieval
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multilingual bert
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few-shot learning
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model compression
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semi-supervised learning
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metric learning
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prompt engineering
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contrastive learning
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sentiment analysis
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sequence labeling
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zero-shot learning
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intent classification
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automatic speech recognition
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text generation
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Papers
Leveraging Information Retrieval to Enhance Spoken Language Understanding Prompts in Few-Shot Learning
Interspeech 2025
mALBERT: Is a Compact Multilingual BERT Model Still Worth It?
COLING 2024
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark
COLING 2024
Small Language Models Are Good Too: An Empirical Study of Zero-Shot Classification
COLING 2024
Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence Labeling
COLING 2022
Attention Modulation for Zero-Shot Cross-Domain Dialogue State Tracking
COLING 2022
Benchmarking Transformers-based models on French Spoken Language Understanding tasks
Interspeech 2022
Generating unlabelled data for a tri-training approach in a low resourced NER task
NAACL 2022
On the cross-lingual transferability of multilingual prototypical models across NLU tasks
ACL 2021
A Metric Learning Approach to Misogyny Categorization
ACL 2020
LIMSI_UPV at SemEval-2020 Task 9: Recurrent Convolutional Neural Network for Code-mixed Sentiment Analysis
SemEval 2020
Neural Networks approaches focused on French Spoken Language Understanding: application to the MEDIA Evaluation Task
COLING 2020
Investigating the Effect of ASR Tuning on Named Entity Recognition
Interspeech 2017
A Mapping-Based Approach for General Formal Human Computer Interaction Using Natural Language
ACL 2014
Manual Corpus Annotation: Giving Meaning to the Evaluation Metrics
COLING 2012
Modeling the Complexity of Manual Annotation Tasks: a Grid of Analysis
COLING 2012
Tree Representations in Probabilistic Models for Extended Named Entities Detection
EACL 2012
Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding
EMNLP 2011
Models Cascade for Tree-Structured Named Entity Detection
IJCNLP 2011
Structured and Extended Named Entity Evaluation in Automatic Speech Transcriptions
IJCNLP 2011