Joao Magalhaes
14 papers · 2016–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (37) 🏃 Academic Marathon · Half 🧬 Topic Evolution
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Keyword Collector
(77)
❓
The Questioner
⚡
Prolific Year · Productive
🌈
Renaissance Researcher
(6)
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(8)
Natural Language Processing
(8)
Deep Learning
(7)
Learning Types · Deep Learning
(6)
Models
(5)
Core Methods
(4)
Generation · Natural Language Processing
(4)
Application Areas
(3)
Computer Vision
(2)
Applications
(2)
Generation · Computer Vision
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Keywords
large language model
(4)
conversational system
(2)
instructional video
(2)
multimodal learning
(2)
contrastive learning
(2)
vision-language model
(2)
language model
(2)
video generation
(1)
information retrieval
(1)
domain adaptation
(1)
text generation
(1)
prompt engineering
(1)
image captioning
(1)
video understanding
(1)
transfer learning
(1)
dense retrieval
(1)
deep learning
(1)
natural language inference
(1)
speech classification
(1)
document retrieval
(1)
Papers
VIGiA: Instructional Video Guidance via Dialogue Reasoning and Retrieval
EACL 2026
Contrastive Sequential-Diffusion Learning: Non-Linear and Multi-Scene Instructional Video Synthesis
WACV 2025
Language Models Can be Efficiently Steered via Minimal Embedding Layer Transformations
EMNLP 2025
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval
ACL 2024
Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks
ACL 2024
Lisbon Computational Linguists at SemEval-2024 Task 2: Using a Mistral-7B Model and Data Augmentation
SemEval 2024
Multi-trait User Simulation with Adaptive Decoding for Conversational Task Assistants
EMNLP 2024
Plan-Grounded Large Language Models for Dual Goal Conversational Settings
EACL 2024
Show and Guide: Instructional-Plan Grounded Vision and Language Model
EMNLP 2024
V-GlórIA - Customizing Large Vision and Language Models to European Portuguese
EMNLP 2024
Polite Task-oriented Dialog Agents: To Generate or to Rewrite?
ACL 2022
Detection of Voicing and Place of Articulation of Fricatives with Deep Learning in a Virtual Speech and Language Therapy Tutor
Interspeech 2020
Sustained Vowel Game: A Computer Therapy Game for Children with Dysphonia
Interspeech 2019
Linguistic Benchmarks of Online News Article Quality
ACL 2016