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Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI



Pragaash Ponnusamy , Clint Solomon Mathialagan , Gustavo Aguilar , Chengyuan Ma , Chenlei Guo


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A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning



Md Mofijul Islam , Gustavo Aguilar , Pragaash Ponnusamy , Clint Solomon Mathialagan , Chengyuan Ma , Chenlei Guo

* ACL 2022 Workshop on Representation Learning for NLP 

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CALCS 2021 Shared Task: Machine Translation for Code-Switched Data



Shuguang Chen , Gustavo Aguilar , Anirudh Srinivasan , Mona Diab , Thamar Solorio


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Data Augmentation for Cross-Domain Named Entity Recognition



Shuguang Chen , Gustavo Aguilar , Leonardo Neves , Thamar Solorio

* To appear at EMNLP 2021 main conference 

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Char2Subword: Extending the Subword Embedding Space from Pre-trained Models Using Robust Character Compositionality



Gustavo Aguilar , Bryan McCann , Tong Niu , Nazneen Rajani , Nitish Keskar , Thamar Solorio


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A Caption Is Worth A Thousand Images: Investigating Image Captions for Multimodal Named Entity Recognition



Shuguang Chen , Gustavo Aguilar , Leonardo Neves , Thamar Solorio

* 8 pages, 2 figures 

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SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets



Parth Patwa , Gustavo Aguilar , Sudipta Kar , Suraj Pandey , Srinivas PYKL , Björn Gambäck , Tanmoy Chakraborty , Thamar Solorio , Amitava Das

* Accepted at SemEval-2020, COLING 

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LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation



Gustavo Aguilar , Sudipta Kar , Thamar Solorio

* Accepted to LREC 2020 

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Knowledge Distillation from Internal Representations



Gustavo Aguilar , Yuan Ling , Yu Zhang , Benjamin Yao , Xing Fan , Edward Guo

* Under review 

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From English to Code-Switching: Transfer Learning with Strong Morphological Clues



Gustavo Aguilar , Thamar Solorio


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