Victor Soto
10 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Natural Language Processing
(4)
Learning Paradigms
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Resources & Methods
(3)
Core Methods
(2)
Generation
(2)
Understanding
(2)
Interdisciplinary
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Keywords
part-of-speech tagging
(3)
cognate word
(2)
code-switched data
(2)
multilingual nlp
(2)
extractive summarization
(1)
named entity recognition
(1)
language modeling
(1)
text summarization
(1)
language identification
(1)
model merging
(1)
natural language understanding
(1)
low-resource learning
(1)
weak supervision
(1)
majority voting
(1)
recurrent neural network
(1)
mixture of expert
(1)
feature engineering
(1)
expert routing
(1)
multi-language dataset
(1)
social media
(1)
Papers
MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs
NAACL 2025
A Hybrid Approach to Cross-lingual Product Review Summarization
EMNLP 2022
Combining Weakly Supervised ML Techniques for Low-Resource NLU
NAACL 2021
Improving Code-Switched Language Modeling Performance Using Cognate Features
Interspeech 2019
Joint Part-of-Speech and Language ID Tagging for Code-Switched Data
ACL 2018
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task
ACL 2018
Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching
ACL 2018
The Role of Cognate Words, POS Tags and Entrainment in Code-Switching
Interspeech 2018
Crowdsourcing Universal Part-of-Speech Tags for Code-Switching
Interspeech 2017
An urn model for majority voting in classification ensembles
NeurIPS 2016