research
∙
05/22/2023
Should We Attend More or Less? Modulating Attention for Fairness
The abundance of annotated data in natural language processing (NLP) pos...
share
research
∙
02/27/2023
Systematic Rectification of Language Models via Dead-end Analysis
With adversarial or otherwise normal prompts, existing large language mo...
research
∙
11/20/2022
Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness
Data-driven predictive solutions predominant in commercial applications ...
research
∙
07/16/2021
Learning to Limit Data Collection via Scaling Laws: Data Minimization Compliance in Practice
Data minimization is a legal obligation defined in the European Union's ...
research
∙
09/18/2018
On the Learning Dynamics of Deep Neural Networks
While a lot of progress has been made in recent years, the dynamics of l...
research
∙
11/15/2017
Variational Bi-LSTMs
Recurrent neural networks like long short-term memory (LSTM) are importa...
research
∙
05/09/2016
Theano: A Python framework for fast computation of mathematical expressions
Theano is a Python library that allows to define, optimize, and evaluate...
research
∙
06/12/2015