Search Results for author:
Found 18 papers, 6 papers with code
BERTologiCoMix: How does Code-Mixing interact with Multilingual BERT?
Models such as mBERT and XLMR have shown success in solving Code-Mixed NLP tasks even though they were not exposed to such text during pretraining.
Multilingual Diversity Improves Vision-Language Representations
By translating all multilingual image-text pairs from a raw web crawl to English and re-filtering them, we increase the prevalence of (translated) multilingual data in the resulting training set.
BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies
Digital technologies have positively transformed society, but they have also led to undesirable consequences not anticipated at the time of design or development.
CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting
As the utilization of large language models (LLMs) has proliferated world-wide, it is crucial for them to have adequate knowledge and fair representation for diverse global cultures.
Computer Vision Datasets and Models Exhibit Cultural and Linguistic Diversity in Perception
Computer vision often treats human perception as homogeneous: an implicit assumption that visual stimuli are perceived similarly by everyone.
NLPositionality: Characterizing Design Biases of Datasets and Models
We introduce NLPositionality, a framework for characterizing design biases and quantifying the positionality of NLP datasets and models.
Task Preferences across Languages on Community Question Answering Platforms
With the steady emergence of community question answering (CQA) platforms like Quora, StackExchange, and WikiHow, users now have an unprecedented access to information on various kind of queries and tasks.
Learnings from Technological Interventions in a Low Resource Language: Enhancing Information Access in Gondi
The primary obstacle to developing technologies for low-resource languages is the lack of representative, usable data.
A Discussion on Building Practical NLP Leaderboards: The Case of Machine Translation
Recent advances in AI and ML applications have benefited from rapid progress in NLP research.
Use of Formal Ethical Reviews in NLP Literature: Historical Trends and Current Practices
Ethical aspects of research in language technologies have received much attention recently.
Learnings from Technological Interventions in a Low Resource Language: A Case-Study on Gondi
The primary obstacle to developing technologies for low-resource languages is the lack of usable data.
The State and Fate of Linguistic Diversity and Inclusion in the NLP World
Language technologies contribute to promoting multilingualism and linguistic diversity around the world.
Unsung Challenges of Building and Deploying Language Technologies for Low Resource Language Communities
In this paper, we examine and analyze the challenges associated with developing and introducing language technologies to low-resource language communities.
CoSSAT: Code-Switched Speech Annotation Tool
Code-switching refers to the alternation of two or more languages in a conversation or utterance and is common in multilingual communities across the world.
INMT: Interactive Neural Machine Translation Prediction
In this paper, we demonstrate an Interactive Machine Translation interface, that assists human translators with on-the-fly hints and suggestions.
Towards Task Understanding in Visual Settings
We consider the problem of understanding real world tasks depicted in visual images.
DataDepsGenerators. jl: making reusing data easy by automatically generating DataDeps. jl registration code
DataDepsGenerators. jl is a tool written to help users of the Julia programming language(Bezanson, Edelman, Karpinski, & Shah, 2017), to observe best practices when making use of published datasets.
A study on the use of Boundary Equilibrium GAN for Approximate Frontalization of Unconstrained Faces to aid in Surveillance
Specifically, the present work is a comprehensive study on the implementation of an auto-encoder based Boundary Equilibrium GAN (BEGAN) to generate frontal faces using an interpolation of a side view face and its mirrored view.
