Search Results for author: Khyati Mahajan

Found 7 papers, 1 papers with code

M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models

no code implementations24 Jun 2024 Rishabh Maheshwary, Vikas Yadav, Hoang Nguyen, Khyati Mahajan, Sathwik Tejaswi Madhusudhan

To better align LLMs across a broad spectrum of languages and tasks, we propose a fully synthetic, novel taxonomy (Evol) guided Multilingual, Multi-turn instruction finetuning dataset, called M2Lingual.

A Case Study of Analysis of Construals in Language on Social Media Surrounding a Crisis Event

no code implementations ACL 2021 Lolo Aboufoul, Khyati Mahajan, Tiffany Gallicano, Sara Levens, Samira Shaikh

The events that took place at the Unite the Right rally held in Charlottesville, Virginia on August 11-12, 2017 caused intense reaction on social media from users across the political spectrum.

Topic Models

TeamUNCC@LT-EDI-EACL2021: Hope Speech Detection using Transfer Learning with Transformers

1 code implementation19 Apr 2021 Khyati Mahajan, Erfan Al-Hossami, Samira Shaikh

We describe our approach to fine-tuning RoBERTa for Hope Speech detection in English and our approach to fine-tuning XLM-RoBERTa for Hope Speech detection in Tamil and Malayalam, two low resource Indic languages.

Diversity Hope Speech Detection for English +5

Emoji Usage Across Platforms: A Case Study for the Charlottesville Event

no code implementations WS 2019 Khyati Mahajan, Samira Shaikh

We study emoji usage patterns across two social media platforms, one of them considered a fringe community called Gab, and the other Twitter.

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