Search Results for author: Shaily Bhatt

Found 6 papers, 1 papers with code

A Case Study of Efficacy and Challenges in Practical Human-in-Loop Evaluation of NLP Systems Using Checklist

no code implementations EACL (HumEval) 2021 Shaily Bhatt, Rahul Jain, Sandipan Dandapat, Sunayana Sitaram

We conduct experiments for evaluating an offensive content detection system and use a data augmentation technique for improving the model using insights from Checklist.

Data Augmentation

Fake News Detection: Experiments and Approaches beyond Linguistic Features

no code implementations27 Sep 2021 Shaily Bhatt, Sakshi Kalra, Naman Goenka, Yashvardhan Sharma

Easier access to the internet and social media has made disseminating information through online sources very easy.

Fact Checking Fake News Detection

On the Universality of Deep Contextual Language Models

no code implementations ICON 2021 Shaily Bhatt, Poonam Goyal, Sandipan Dandapat, Monojit Choudhury, Sunayana Sitaram

Deep Contextual Language Models (LMs) like ELMO, BERT, and their successors dominate the landscape of Natural Language Processing due to their ability to scale across multiple tasks rapidly by pre-training a single model, followed by task-specific fine-tuning.

XLM-R Zero-Shot Cross-Lingual Transfer

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