no code implementations • 28 Apr 2024 • Sharayu Hiwarkhedkar, Saloni Mittal, Vidula Magdum, Omkar Dhekane, Raviraj Joshi, Geetanjali Kale, Arnav Ladkat
Thus, it is important that we select the correct data in the form of domain-specific data from this vast corpus to achieve optimum results aligned with our domain-specific tasks.
no code implementations • 29 Nov 2023 • Tanmay Chavan, Shantanu Patankar, Aditya Kane, Omkar Gokhale, Geetanjali Kale, Raviraj Joshi
The results of the experiments strongly undermine the robustness of sentence encoders.
no code implementations • 1 Oct 2023 • Aabha Pingle, Aditya Vyawahare, Isha Joshi, Rahul Tangsali, Geetanjali Kale, Raviraj Joshi
While sentiment analysis research has been extensively conducted in English and other Western languages, there exists a significant gap in research efforts for sentiment analysis in low-resource languages.
no code implementations • 1 Nov 2021 • Vedangi Wagh, Snehal Khandve, Isha Joshi, Apurva Wani, Geetanjali Kale, Raviraj Joshi
We re-iterate that long document classification is a simpler task and even basic algorithms perform competitively with BERT-based approaches on most of the datasets.
no code implementations • 30 Jan 2021 • Rutuja Taware, Shraddha Varat, Gaurav Salunke, Chaitanya Gawande, Geetanjali Kale, Rahul Khengare, Raviraj Joshi
We show that these systems are over-reliant on the important words present in the text that are useful for classification.