129 citations · 717 across the 46 of their papers we have counts for
13 papers · 1 filter
Utilizing Priming to Identify Optimal Class Ordering to Alleviate Catastrophic Forgetting
Gabriel Mantione-Holmes, Justin Leo, Jugal Kalita
In order for artificial neural networks to begin accurately mimicking biological ones, they must be able to adapt to new exigencies without forgetting what they have learned from p…
CAMeMBERT: Cascading Assistant-Mediated Multilingual BERT
Dan DeGenaro, Jugal Kalita
Large language models having hundreds of millions, and even billions, of parameters have performed extremely well on a variety of natural language processing (NLP) tasks. Their wid…
Using Artificial Intelligence and IoT for Constructing a Smart Trash Bin
Khang Nhut Lam, Nguyen Hoang Huynh, Nguyen Bao Ngoc +6
The research reported in this paper transforms a normal trash bin into a smarter one by applying computer vision technology. With the support of sensors and actuator devices, the t…
Facial Expression Recognition and Image Description Generation in Vietnamese
Khang Nhut Lam, Kim-Ngoc Thi Nguyen, Loc Huu Nguy +1
This paper discusses a facial expression recognition model and a description generation model to build descriptive sentences for images and facial expressions of people in images.…
Automatically Creating a Large Number of New Bilingual Dictionaries
Khang Nhut Lam, Feras Al Tarouti, Jugal Kalita
This paper proposes approaches to automatically create a large number of new bilingual dictionaries for low-resource languages, especially resource-poor and endangered languages, f…
Building a Chatbot on a Closed Domain using RASA
Khang Nhut Lam, Nam Nhat Le, Jugal Kalita
In this study, we build a chatbot system in a closed domain with the RASA framework, using several models such as SVM for classifying intents, CRF for extracting entities and LSTM…
Creating Lexical Resources for Endangered Languages
Khang Nhut Lam, Feras Al Tarouti, Jugal Kalita
This paper examines approaches to generate lexical resources for endangered languages. Our algorithms construct bilingual dictionaries and multilingual thesauruses using public Wor…
Automatically constructing Wordnet synsets
Khang Nhut Lam, Feras Al Tarouti, Jugal Kalita
Manually constructing a Wordnet is a difficult task, needing years of experts' time. As a first step to automatically construct full Wordnets, we propose approaches to generate Wor…
Creating Reverse Bilingual Dictionaries
Khang Nhut Lam, Jugal Kalita
Bilingual dictionaries are expensive resources and not many are available when one of the languages is resource-poor. In this paper, we propose algorithms for creation of new rever…
Phrase translation using a bilingual dictionary and n-gram data: A case study from Vietnamese to English
Khang Nhut Lam, Feras Al Tarouti, Jugal Kalita
Past approaches to translate a phrase in a language L1 to a language L2 using a dictionary-based approach require grammar rules to restructure initial translations. This paper intr…
Towards Multimodal Vision-Language Models Generating Non-Generic Text
Wes Robbins, Zanyar Zohourianshahzadi, Jugal Kalita
Vision-language models can assess visual context in an image and generate descriptive text. While the generated text may be accurate and syntactically correct, it is often overly g…
ZoDIAC: Zoneout Dropout Injection Attention Calculation
Zanyar Zohourianshahzadi, Terrance E. Boult, Jugal K. Kalita
In the past few years the transformer model has been utilized for a variety of tasks such as image captioning, image classification natural language generation, and natural languag…
Using Random Perturbations to Mitigate Adversarial Attacks on Sentiment Analysis Models
Abigail Swenor, Jugal Kalita
Attacks on deep learning models are often difficult to identify and therefore are difficult to protect against. This problem is exacerbated by the use of public datasets that typic…