Silvia Terragni
6 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(4)
Core Methods
(4)
Artificial Intelligence
(3)
Applications
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Deep Learning
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Understanding
(1)
Keywords
topic modeling
(2)
topic coherence
(2)
topic model
(2)
hyperparameter optimization
(1)
attention mechanism
(1)
multilingual nlp
(1)
task-oriented dialogue
(1)
bayesian optimization
(1)
hallucination mitigation
(1)
synthetic data augmentation
(1)
document embedding
(1)
neural topic model
(1)
intent recognition
(1)
dialogue system
(1)
contextual embedding
(1)
contextualized embedding
(1)
task-oriented dialog
(1)
dialog system
(1)
multilingual corpus
(1)
user simulator
(1)
Papers
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems
EACL 2024
BETOLD: A Task-Oriented Dialog Dataset for Breakdown Detection
COLING 2022
Cross-lingual Contextualized Topic Models with Zero-shot Learning
EACL 2021
OCTIS: Comparing and Optimizing Topic models is Simple!
EACL 2021
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence
ACL 2021
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models
EMNLP 2020