1 code implementation • 12 Aug 2016 • Rajiv Shah, Rob Romijnders
Using a dataset of over 20, 000 three pointers from NBA SportVu data, the models based simply on sequential positional data outperform a static feature rich machine learning model in predicting whether a three-point shot is successful.
no code implementations • 19 Aug 2017 • Yu Zhao, Rennong Yang, Guillaume Chevalier, Rajiv Shah, Rob Romijnders
In the hit-or-miss classification experiment, the proposed model outperformed other models in terms of the convergence speed and accuracy.
no code implementations • WS 2018 • Puneet Mathur, Rajiv Shah, Ramit Sawhney, Debanjan Mahata
The paper focuses on the classification of offensive tweets written in Hinglish language, which is a portmanteau of the Indic language Hindi with the Roman script.
1 code implementation • WS 2018 • Puneet Mathur, Meghna Ayyar, Sahil Chopra, Simra Shahid, Laiba Mehnaz, Rajiv Shah
Social media-based text mining in healthcare has received special attention in recent times due to the enhanced accessibility of social media sites like Twitter.
1 code implementation • WS 2018 • Puneet Mathur, Ramit Sawhney, Meghna Ayyar, Rajiv Shah
The use of code-switched languages (\textit{e. g.}, Hinglish, which is derived by the blending of Hindi with the English language) is getting much popular on Twitter due to their ease of communication in native languages.
no code implementations • WS 2018 • Ramit Sawhney, Manch, Prachi a, Puneet Mathur, Rajiv Shah, Raj Singh
The increasing suicide rates amongst youth and its high correlation with suicidal ideation expression on social media warrants a deeper investigation into models for the detection of suicidal intent in text such as tweets to enable prevention.
no code implementations • 11 Apr 2024 • Avinash Anand, Janak Kapuriya, Apoorv Singh, Jay Saraf, Naman Lal, Astha Verma, Rushali Gupta, Rajiv Shah
While Large Language Models (LLMs) can achieve human-level performance in various tasks, they continue to face challenges when it comes to effectively tackling multi-step physics reasoning tasks.