Collecting Verified COVID-19 Question Answer Pairs

1 code implementation • EMNLP (NLP-COVID19) 2020 • Adam Poliak, Max Fleming, Cash Costello, Kenton Murray, Mahsa Yarmohammadi, Shivani Pandya, Darius Irani, Milind Agarwal, Udit Sharma, Shuo Sun, Nicola Ivanov, Lingxi Shang, Kaushik Srinivasan, Seolhwa Lee, Xu Han, Smisha Agarwal, João Sedoc

We release a dataset of over 2, 100 COVID19 related Frequently asked Question-Answer pairs scraped from over 40 trusted websites.

Chatbot

Script-Agnostic Language Identification

1 code implementation • 25 Jun 2024 • Milind Agarwal, Joshua Otten, Antonios Anastasopoulos

Language identification is used as the first step in many data collection and crawling efforts because it allows us to sort online text into language-specific buckets.

Language Identification

LIMIT: Language Identification, Misidentification, and Translation using Hierarchical Models in 350+ Languages

1 code implementation • 23 May 2023 • Milind Agarwal, Md Mahfuz ibn Alam, Antonios Anastasopoulos

Second, we propose a novel misprediction-resolution hierarchical model, LIMIt, for language identification that reduces error by 55% (from 0. 71 to 0. 32) on our compiled children's stories dataset and by 40% (from 0. 23 to 0. 14) on the FLORES-200 benchmark.

Language Identification Translation

PALI: A Language Identification Benchmark for Perso-Arabic Scripts

1 code implementation • 3 Apr 2023 • Sina Ahmadi, Milind Agarwal, Antonios Anastasopoulos

The Perso-Arabic scripts are a family of scripts that are widely adopted and used by various linguistic communities around the globe.

Language Identification

Queer In AI: A Case Study in Community-Led Participatory AI

no code implementations • 29 Mar 2023 • Organizers Of QueerInAI, :, Anaelia Ovalle, Arjun Subramonian, Ashwin Singh, Claas Voelcker, Danica J. Sutherland, Davide Locatelli, Eva Breznik, Filip Klubička, Hang Yuan, Hetvi J, huan zhang, Jaidev Shriram, Kruno Lehman, Luca Soldaini, Maarten Sap, Marc Peter Deisenroth, Maria Leonor Pacheco, Maria Ryskina, Martin Mundt, Milind Agarwal, Nyx McLean, Pan Xu, A Pranav, Raj Korpan, Ruchira Ray, Sarah Mathew, Sarthak Arora, ST John, Tanvi Anand, Vishakha Agrawal, William Agnew, Yanan Long, Zijie J. Wang, Zeerak Talat, Avijit Ghosh, Nathaniel Dennler, Michael Noseworthy, Sharvani Jha, Emi Baylor, Aditya Joshi, Natalia Y. Bilenko, Andrew McNamara, Raphael Gontijo-Lopes, Alex Markham, Evyn Dǒng, Jackie Kay, Manu Saraswat, Nikhil Vytla, Luke Stark

We present Queer in AI as a case study for community-led participatory design in AI.