Salil Joshi
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View article: Comparative Analysis of Transformers for Modeling Tabular Data: A Casestudy using Industry Scale Dataset
Comparative Analysis of Transformers for Modeling Tabular Data: A Casestudy using Industry Scale Dataset Open
We perform a comparative analysis of transformer-based models designed for modeling tabular data, specifically on an industry-scale dataset. While earlier studies demonstrated promising outcomes on smaller public or synthetic datasets, the…
View article: Management of inappropriate frenal attachment with conventional scalpel approach: A case report
Management of inappropriate frenal attachment with conventional scalpel approach: A case report Open
The term "frenum" refers to a small fold or band of tissue that connects two structures within the body. These frenum can vary in size, shape and attachment points among individuals. In some cases, an oral frenum may cause issues such as r…
View article: Extracellular matrix: A regenerative conduit in dentistry
Extracellular matrix: A regenerative conduit in dentistry Open
Periodontal disease causes tooth loss by destroying the attachment system and tooth supporting tissues. Periodontal therapy seeks to not only halt the advancement of periodontal disease, but also to repair lost structures caused by disease…
View article: An Isolated Miller Class-II Recession Defect Treated Using Lateral Pedicle Graft- A Case Report
An Isolated Miller Class-II Recession Defect Treated Using Lateral Pedicle Graft- A Case Report Open
Gingival recession is a common condition and its extent and prevalence increase with age. The exposed root surface can lead to dentinal hypersensitivity and loss of aesthetics. Many factors including trauma and have a key role in its aetio…
View article: Treatment of Grade II Furcation Defect with Xenograft in Combination with Hyaluronic Acid
Treatment of Grade II Furcation Defect with Xenograft in Combination with Hyaluronic Acid Open
A BSTRACT Management of furcation involvement presents one of the greatest challenges in periodontal therapy. Furcation-involved molar teeth respond less favorably to conventional periodontal therapy. Advances in understanding inflammatory…
View article: AMEX AI Labs at SemEval-2022 Task 10: Contextualized fine-tuning of BERT for Structured Sentiment Analysis
AMEX AI Labs at SemEval-2022 Task 10: Contextualized fine-tuning of BERT for Structured Sentiment Analysis Open
We describe the work carried out by AMEX AI Labs on the structured sentiment analysis task at SemEval-2022. This task focuses on extracting fine grained information w.r.t. to source, target and polar expressions in a given text. We propose…
View article: Spatio-Temporal Signatures of User-Centric Data: How Similar Are We?
Spatio-Temporal Signatures of User-Centric Data: How Similar Are We? Open
Much work has been done on understanding and predicting human mobility in time. In this work, we are interested in obtaining a set of users who are spatio-temporally most similar to a query user. We propose an efficient way of user data re…