70 citations · 154 across the 9 of their papers we have counts for
6 papers
NeuroX Library for Neuron Analysis of Deep NLP Models
Fahim Dalvi, Hassan Sajjad, Nadir Durrani
Neuron analysis provides insights into how knowledge is structured in representations and discovers the role of neurons in the network. In addition to developing an understanding o…
Analyzing Encoded Concepts in Transformer Language Models
Hassan Sajjad, Nadir Durrani, Fahim Dalvi +3
We propose a novel framework ConceptX, to analyze how latent concepts are encoded in representations learned within pre-trained language models. It uses clustering to discover the…
QCRI Machine Translation Systems for IWSLT 16
Nadir Durrani, Fahim Dalvi, Hassan Sajjad +1
This paper describes QCRI's machine translation systems for the IWSLT 2016 evaluation campaign. We participated in the Arabic->English and English->Arabic tracks. We built both Phr…
Applications of Online Deep Learning for Crisis Response Using Social Media Information
Dat Tien Nguyen, Shafiq Joty, Muhammad Imran +2
During natural or man-made disasters, humanitarian response organizations look for useful information to support their decision-making processes. Social media platforms such as Twi…
Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks
Dat Tien Nguyen, Kamela Ali Al Mannai, Shafiq Joty +3
The role of social media, in particular microblogging platforms such as Twitter, as a conduit for actionable and tactical information during disasters is increasingly acknowledged.…
Understanding Types of Users on Twitter
Muhammad Moeen Uddin, Muhammad Imran, Hassan Sajjad
People use microblogging platforms like Twitter to involve with other users for a wide range of interests and practices. Twitter profiles run by different types of users such as hu…