1 code implementation • 14 Dec 2021 • Ayush Kumar, Vijit Malik, Jithendra Vepa
Our method achieves state-of-the-art results on 1-shot and 5-shot intent detection task with gains ranging from 2-8\% points in F1 score on four benchmark datasets.
1 code implementation • 3 Dec 2021 • Vijit Malik, Rishabh Sanjay, Shouvik Kumar Guha, Angshuman Hazarika, Shubham Nigam, Arnab Bhattacharya, Ashutosh Modi
For automatically segmenting the legal documents, we experiment with the task of rhetorical role prediction: given a document, predict the text segments corresponding to various roles.
2 code implementations • NAACL 2022 • Vijit Malik, Sunipa Dev, Akihiro Nishi, Nanyun Peng, Kai-Wei Chang
Language representations are efficient tools used across NLP applications, but they are strife with encoded societal biases.
no code implementations • SEMEVAL 2021 • Aditya Jindal, Ankur Gupta, Jaya Srivastava, Preeti Menghwani, Vijit Malik, Vishesh Kaushik, Ashutosh Modi
There are two subtasks, in which given a table and a statement/fact, the subtask A is to determine whether the statement is inferred from the tabular data and the subtask B is to determine which cells in the table provide evidence for the former subtask.
1 code implementation • ACL 2021 • Vijit Malik, Rishabh Sanjay, Shubham Kumar Nigam, Kripa Ghosh, Shouvik Kumar Guha, Arnab Bhattacharya, Ashutosh Modi
The task requires an automated system to predict an explainable outcome of a case.
1 code implementation • 7 Apr 2021 • Aditya Jindal, Ankur Gupta, Jaya Srivastava, Preeti Menghwani, Vijit Malik, Vishesh Kaushik, Ashutosh Modi
Given a table and a statement/fact, subtask A determines whether the statement is inferred from the tabular data, and subtask B determines which cells in the table provide evidence for the former subtask.
1 code implementation • EACL 2021 • Vijit Malik, Ashwani Bhat, Ashutosh Modi
Analysis of these attacks on the state of the art transformers in NLP can help improve the robustness of these models against such adversarial inputs.