Repositories
Select a repository to view its commits, contributors, and more.VidDetours
Official code and data release of CVPR 2024 (highlight) paper "Detours for Navigating Instructional Videos"
ecevecce
Metrics of calibration for probabilistic predictions
FIND
FIND: search For Inductive biases IN Deep seq2seq
UNOC
TBD
head-to-tail
"Head-to-Tail How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?" (NAACL 2024)
social-catalysts
We introduce the notion of a social catalyst in the context of social media a person who prompts interaction between their friends through their posts. We find not only that this activity is heavily skewed, but that it also correlates with participation in groups and events. We validate the behavioral measure using a survey wherein people nominate social catalysts in their friend network. Whether a person will be nominated as a social catalyst can be predicted using network features and the tendency of their posts to prompt discussion. Although individuals' role as social catalysts has not attracted much study to date, this paper demonstrates that it can be studied both via behavioral and survey measures.
collaborative_image_understanding
Collaborative Image Understanding leveraging collaborative information to improve image classifiers.
aqa-study
This repo contains the data (question/answer pairs and their associated passages from Wikipedia) collected and used in the following paperDivyansh Kaushik, Douwe Kiela, Zachary C. Lipton, Wen-tau Yih. "On the Efficacy of Adversarial Data Collection for Question Answering Results from a Large-Scale Randomized Study." In ACL-2021.
decodable_information_bottleneck
We characterize representations that are ``optimal'' -- in terms of test loss -- for a given functional family (e.g. 2 layer MLP) by proposing notions of sufficiency (being able to predict the labels) and minimality (not being able to distinguish between examples with the same labels) with respect to that functional family.
SecureFLCompression
Compression primitives for uplink compression in Federated Learning that are compatible with Secure Aggregation.
TaskGraph
Official code repository for "Video-Mined Task Graphs for Keystep Recognition in Instructional Videos" arXiv, 2023
Reality-Labs-Egocentric-ET
Data and code for the paper "Motor “laziness” constrains fixation selection in real-world tasks": www.pnas.org/doi/10.1073/pnas.2302239121