Sahar Ghannay
16 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (41) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Conference Pioneer
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Unstoppable · Bronze
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The Questioner
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Prolific Year · Productive
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Century Club · Bronze
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Research topics
Natural Language Processing
(11)
Machine Learning
(10)
Artificial Intelligence
(7)
Deep Learning
(7)
Applications
(5)
Architectures
(5)
Speech & Audio
(4)
Application Areas
(4)
Core Methods
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Learning Paradigms
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Recognition
(4)
Resources & Methods
(4)
Core AI
(3)
Generation
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Learning Types
(3)
Keywords
spoken language understanding
(7)
error detection
(3)
automatic speech recognition
(3)
french language
(3)
text classification
(3)
transfer learning
(2)
self-supervised learning
(2)
neural network
(2)
sentence embedding
(2)
named entity recognition
(2)
model compression
(2)
multilingual bert
(2)
prompt engineering
(1)
cross-lingual transfer
(1)
visual question answering
(1)
few-shot learning
(1)
contrastive learning
(1)
intent classification
(1)
natural language processing
(1)
metric learning
(1)
Papers
Leveraging Information Retrieval to Enhance Spoken Language Understanding Prompts in Few-Shot Learning
Interspeech 2025
A dual task learning approach to fine-tune a multilingual semantic speech encoder for Spoken Language Understanding
Interspeech 2024
mALBERT: Is a Compact Multilingual BERT Model Still Worth It?
COLING 2024
Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering
EMNLP 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
Semantic Enrichment Towards Efficient Speech Representations
Interspeech 2023
Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence Labeling
COLING 2022
Benchmarking Transformers-based models on French Spoken Language Understanding tasks
Interspeech 2022
Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools
EMNLP 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
Task Specific Sentence Embeddings for ASR Error Detection
Interspeech 2018
ASR Error Management for Improving Spoken Language Understanding
Interspeech 2017
Acoustic Word Embeddings for ASR Error Detection
Interspeech 2016