Brief Bio

I received my PhD from the School of Computer Science at Carnegie Mellon University working under Prof. William W. Cohen. I have worked as a scientist and/or engineering manager in institutions such as Microsoft, Snapchat, Qualcomm, Inome and Ericsson.

I have multiple patents, conference papers, and 20+ years of R&D experience in Data Science, Artificial Intelligence, Machine Learning, Natural Language Processing, Search, Analytics, Data Mining, Information Retrieval and Information Extraction. More details can be found in my Google Scholar page.

Recent Papers and Updates

SIGIR - 2019, FAQ Retrieval Using Attentive Matching

ACL - 2019, Reversing Gradients in Adversarial Domain Adaptation for Question Deduplication and Textual Entailment Tasks

ACL - 2019 (RepL4NLP), On Committee Representations of Adversarial Learning Models for Question-Answer Ranking

ACL - 2018, Multimodal Named Entity Disambiguation for Noisy Social Media Posts

ACL - 2018, Visual Attention Model for Name Tagging in Multimodal Social Media

NAACL - 2018, Multimodal Named Entity Recognition for Short Social Media Posts

IJCAI - 2017, Exploring Personalized Neural Conversational Models


Previous publications

Contact Information

vitordecarvalho@gmail.com

vitor@cs.cmu.edu

LinkedIn: carvalhovitor

Twitter: @vitroc