Lina M. Rojas-Barahona
12 papers · 2016–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (18)
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Keyword Pioneer
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Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Generation
(4)
Architectures
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Clinical
(1)
Learning Types · Deep Learning
(1)
Keywords
dialogue system
(3)
state abstraction
(1)
distributed representation
(1)
sentiment analysis
(1)
bert model
(1)
task-oriented dialogue
(1)
spoken language understanding
(1)
natural language understanding
(1)
deep learning
(1)
convolutional neural network
(1)
long short-term memory
(1)
deep neural network
(1)
end-to-end learning
(1)
tabular data
(1)
domain generalization
(1)
end-to-end training
(1)
conversational agent
(1)
word embedding
(1)
sentence embedding
(1)
transformer architecture
(1)
Papers
Robust Detection of Synthetic Tabular Data Under Schema Variability
AAAI 2026
Evaluating Conversational Agents with Persona-driven User Simulations based on Large Language Models: A Sales Bot Case Study
EMNLP 2025
Unsupervised Auditory and Semantic Entrainment Models with Deep Neural Networks
Interspeech 2023
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy
EMNLP 2018
Feudal Reinforcement Learning for Dialogue Management in Large Domains
NAACL 2018
A Network-based End-to-End Trainable Task-oriented Dialogue System
EACL 2017
PyDial: A Multi-domain Statistical Dialogue System Toolkit
ACL 2017
Conditional Generation and Snapshot Learning in Neural Dialogue Systems
EMNLP 2016
Counter-fitting Word Vectors to Linguistic Constraints
NAACL 2016
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
COLING 2016
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems
NAACL 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
ACL 2016