Ashutosh Modi

IITK at the FinSim Task: Hypernym Detection in Financial Domain via Context-Free and Contextualized Word Embeddings

2020 · arXiv (Cornell University)

In this paper, we present our approaches for the FinSim 2020 shared task on "Learning Semantic Representations for the Financial Domain". The goal of this task is to classify financial terms into the most relevant …

Adv-OLM: Generating Textual Adversaries via OLM

2021

Deep learning models are susceptible to adversarial examples that have imperceptible perturbations in the original input, resulting in adversarial attacks against these models. Analysis of these attacks on the state of the art transformers in …

SemEval-2018 Task 11: Machine Comprehension Using Commonsense Knowledge

2018

This report summarizes the results of the Se-mEval 2018 task on machine comprehension using commonsense knowledge. For this machine comprehension task, we created a new corpus, MCScript. It contains a high number of questions that …