145 citations · 146 across the 5 of their papers we have counts for
7 papers
CT: Counterfactual Causal Reasoning for Sentiment Shifts in Social-Media Conversation Trees
S M Rafiuddin, Atriya Sen
Sentiment in social-media threads does not only vary across posts; it shifts as users react to claims, corrections, evidence, and hostility within a branching reply tree. We study…
Gemma 2: Improving Open Language Models at a Practical Size
Gemma Team, Morgane Riviere, Shreya Pathak +195
In this work, we introduce Gemma 2, a new addition to the Gemma family of lightweight, state-of-the-art open models, ranging in scale from 2 billion to 27 billion parameters. In th…
KerasCV and KerasNLP: Vision and Language Power-Ups
Matthew Watson, Divyashree Shivakumar Sreepathihalli, Francois Chollet +14
We present the Keras domain packages KerasCV and KerasNLP, extensions of the Keras API for Computer Vision and Natural Language Processing workflows, capable of running on either J…
Do Bots Modify the Workflow of GitHub Teams?
Samaneh Saadat, Natalia Colmenares, Gita Sukthankar
The ever-increasing complexity of modern software engineering projects makes the usage of automated assistants imperative. Bots can be used to complete repetitive tasks during deve…
Analyzing the Productivity of GitHub Teams based on Formation Phase Activity
Samaneh Saadat, Olivia B. Newton, Gita Sukthankar +1
Our goal is to understand the characteristics of high-performing teams on GitHub. Towards this end, we collect data from software repositories and evaluate teams by examining diffe…
Explaining Differences in Classes of Discrete Sequences
Samaneh Saadat, Gita Sukthankar
While there are many machine learning methods to classify and cluster sequences, they fail to explain what are the differences in groups of sequences that make them distinguishable…
Deep Agent: Studying the Dynamics of Information Spread and Evolution in Social Networks
Ivan Garibay, Toktam A. Oghaz, Niloofar Yousefi +23
This paper explains the design of a social network analysis framework, developed under DARPA's SocialSim program, with novel architecture that models human emotional, cognitive and…