no code implementations • IWSLT (ACL) 2022 • Daniel Zhang, Jiang Yu, Pragati Verma, Ashwinkumar Ganesan, Sarah Campbell
This paper describes Amazon Alexa AI’s implementation for the IWSLT 2022 shared task on formality control.
no code implementations • 27 Feb 2024 • Sayash Kapoor, Rishi Bommasani, Kevin Klyman, Shayne Longpre, Ashwin Ramaswami, Peter Cihon, Aspen Hopkins, Kevin Bankston, Stella Biderman, Miranda Bogen, Rumman Chowdhury, Alex Engler, Peter Henderson, Yacine Jernite, Seth Lazar, Stefano Maffulli, Alondra Nelson, Joelle Pineau, Aviya Skowron, Dawn Song, Victor Storchan, Daniel Zhang, Daniel E. Ho, Percy Liang, Arvind Narayanan
To understand their risks of misuse, we design a risk assessment framework for analyzing their marginal risk.
no code implementations • 21 Nov 2023 • Ali Abbasi, Chayne Thrash, Elaheh Akbari, Daniel Zhang, Soheil Kolouri
Given a trained model and a subset of training data designated to be forgotten (i. e., the "forget set"), we introduce a three-step process, named CovarNav, to facilitate this forgetting.
1 code implementation • 19 Oct 2023 • Rishi Bommasani, Kevin Klyman, Shayne Longpre, Sayash Kapoor, Nestor Maslej, Betty Xiong, Daniel Zhang, Percy Liang
We score 10 major foundation model developers (e. g. OpenAI, Google, Meta) against the 100 indicators to assess their transparency.
no code implementations • 18 Aug 2023 • Daniel Zhang
Unlike the original DataWig, tsDataWig can directly handle values of time variables and impute missing values in complex time series datasets.
no code implementations • 16 Aug 2023 • M Charity, Yash Bhartia, Daniel Zhang, Ahmed Khalifa, Julian Togelius
This paper introduces a system used to generate game feature suggestions based on a text prompt.
no code implementations • 18 Dec 2022 • Daniel Zhang, Vikram Voleti, Alexander Wong, Jason Deglint
In this study, we explore the feasibility of leveraging federated learning for privacy-preserving training of deep neural networks for phytoplankton classification.
no code implementations • 27 Jun 2022 • Zain Shamsi, Daniel Zhang, Daehyun Kyoung, Alex Liu
Network honeypots are often used by information security teams to measure the threat landscape in order to secure their networks.
no code implementations • 2 May 2022 • Daniel Zhang, Nestor Maslej, Erik Brynjolfsson, John Etchemendy, Terah Lyons, James Manyika, Helen Ngo, Juan Carlos Niebles, Michael Sellitto, Ellie Sakhaee, Yoav Shoham, Jack Clark, Raymond Perrault
Welcome to the fifth edition of the AI Index Report!
no code implementations • 9 Mar 2021 • Daniel Zhang, Saurabh Mishra, Erik Brynjolfsson, John Etchemendy, Deep Ganguli, Barbara Grosz, Terah Lyons, James Manyika, Juan Carlos Niebles, Michael Sellitto, Yoav Shoham, Jack Clark, Raymond Perrault
Welcome to the fourth edition of the AI Index Report.
no code implementations • 28 Mar 2020 • Daniel Zhang, Colleen P. Bailey
In this paper, we investigate the obstacle avoidance and navigation problem in the robotic control area.
no code implementations • 11 Sep 2019 • Yang Zhang, Daniel Zhang, Nathan Vance, Dong Wang
Social sensing has emerged as a new sensing paradigm where humans (or devices on their behalf) collectively report measurements about the physical world.
no code implementations • 17 Jul 2019 • Lanyu Shang, Daniel Zhang, Michael Wang, Shuyue Lai, Dong Wang
Current clickbait detection solutions that mainly focus on analyzing the text of the title, the image of the thumbnail, or the content of the video are shown to be suboptimal in detecting the online clickbait videos.
no code implementations • 30 Sep 2016 • Jacob Abernethy, Cyrus Anderson, Alex Chojnacki, Chengyu Dai, John Dryden, Eric Schwartz, Wenbo Shen, Jonathan Stroud, Laura Wendlandt, Sheng Yang, Daniel Zhang
Performing arts organizations aim to enrich their communities through the arts.