no code implementations • NLP4DH (ICON) 2021 • Moshe Stekel, Amos Azaria, Shai Gordin
In this paper, we present ACCWSI (Attentive Context Clustering WSI), a method for Word Sense Induction, suitable for languages with limited resources.
no code implementations • 26 Sep 2023 • Robin Schmucker, Meng Xia, Amos Azaria, Tom Mitchell
Conversational tutoring systems (CTSs) offer learning experiences driven by natural language interaction.
no code implementations • 12 Sep 2023 • Myriam Safrai, Amos Azaria
The analysis results demonstrate that the ability of ChatGPT-3. 5 to answer correctly was impaired when small talk was added to medical data for multiple-choice questions (72. 1\% vs. 68. 9\%) and open questions (61. 5\% vs. 44. 3\%; p=0. 01), respectively.
no code implementations • 2 Jun 2023 • Amos Azaria, Rina Azoulay, Shulamit Reches
This paper investigates the capabilities of ChatGPT as an automated assistant in diverse domains, including scientific writing, mathematics, education, programming, and healthcare.
1 code implementation • 24 May 2023 • Yue Wu, Shrimai Prabhumoye, So Yeon Min, Yonatan Bisk, Ruslan Salakhutdinov, Amos Azaria, Tom Mitchell, Yuanzhi Li
Finally, we show the potential of games as a test bed for LLMs.
no code implementations • 3 May 2023 • Yue Wu, So Yeon Min, Yonatan Bisk, Ruslan Salakhutdinov, Amos Azaria, Yuanzhi Li, Tom Mitchell, Shrimai Prabhumoye
We propose the Plan, Eliminate, and Track (PET) framework.
1 code implementation • 26 Apr 2023 • Amos Azaria, Tom Mitchell
While Large Language Models (LLMs) have shown exceptional performance in various tasks, one of their most prominent drawbacks is generating inaccurate or false information with a confident tone.
no code implementations • 27 Oct 2022 • Gabriel Hartmann, Amos Azaria
In meta-reinforcement learning, an agent is trained in multiple different environments and attempts to learn a meta-policy that can efficiently adapt to a new environment.
no code implementations • 13 Jan 2022 • Yitzhak Spielberg, Amos Azaria
In the context of reinforcement learning we introduce the concept of criticality of a state, which indicates the extent to which the choice of action in that particular state influences the expected return.
no code implementations • 12 Jan 2022 • Yitzhak Spielberg, Amos Azaria
When AI agents don't align their actions with human values they may cause serious harm.
no code implementations • 12 Jan 2022 • Yitzhak Spielberg, Amos Azaria
When a student is asked to perform a given task, her subjective estimate of the difficulty of that task has a strong influence on her performance.
no code implementations • 12 Sep 2021 • Ido Shapira, Amos Azaria
We present the single track road problem.
no code implementations • 26 May 2021 • David Zar, Noam Hazon, Amos Azaria
One possible way for increasing user satisfaction is by providing appropriate explanations comparing the alternative modes of transportation, such as a private taxi ride and public transportation.
1 code implementation • 17 Jun 2020 • Forough Arabshahi, Jennifer Lee, Mikayla Gawarecki, Kathryn Mazaitis, Amos Azaria, Tom Mitchell
More precisely, we consider the problem of identifying the unstated presumptions of the speaker that allow the requested action to achieve the desired goal from the given state (perhaps elaborated by making the implicit presumptions explicit).
no code implementations • 2 Dec 2019 • Yuri Safovich, Amos Azaria
We describe the task of sentence expansion and enhancement, in which a sentence provided by a human is expanded in some creative way.
no code implementations • 10 Oct 2019 • Sarit Kraus, Amos Azaria, Jelena Fiosina, Maike Greve, Noam Hazon, Lutz Kolbe, Tim-Benjamin Lembcke, Jörg P. Müller, Sören Schleibaum, Mark Vollrath
Explanation is necessary for humans to understand and accept decisions made by an AI system when the system's goal is known.
no code implementations • 19 Sep 2019 • Moshe Hanukoglu, Nissan Goldberg, Aviv Rovshitz, Amos Azaria
Namely, we created a variational autoencoder (VAE) model that is trained on a dataset including labels of the information one would like to conceal (e. g. gender, ethnicity, age).
no code implementations • 12 Sep 2019 • Ting-Hao 'Kenneth' Huang, Amos Azaria, Oscar J. Romero, Jeffrey P. Bigham
The user verbally expresses a problem to the system, in which a group of crowd workers collectively respond and program relevant multi-part IF-THEN rules to help the user.
no code implementations • ACL 2018 • Igor Labutov, Bishan Yang, Anusha Prakash, Amos Azaria
Question Answering (QA), as a research field, has primarily focused on either knowledge bases (KBs) or free text as a source of knowledge.
no code implementations • 28 Nov 2018 • Gabriel Hartmann, Zvi Shiller, Amos Azaria
Furthermore, we use the numerical solution to further improve the performance of the reinforcement learner.
no code implementations • 16 Oct 2018 • Yitzhak Spielberg, Amos Azaria
This observation is related to the idea that each state of the MDP has a certain measure of criticality which indicates how much the choice of the action in that state influences the return.
no code implementations • 25 Mar 2018 • Avigail Stekel, Merav Chkroun, Amos Azaria
Goldbach conjecture is one of the most famous open mathematical problems.
no code implementations • 10 Aug 2017 • Ting-Hao Kenneth Huang, Walter S. Lasecki, Amos Azaria, Jeffrey P. Bigham
To address this problem, we developed a crowd-powered conversational assistant, Chorus, and deployed it to see how users and workers would interact together when mediated by the system.
no code implementations • 20 Jan 2016 • V. S. Subrahmanian, Amos Azaria, Skylar Durst, Vadim Kagan, Aram Galstyan, Kristina Lerman, Linhong Zhu, Emilio Ferrara, Alessandro Flammini, Filippo Menczer, Andrew Stevens, Alexander Dekhtyar, Shuyang Gao, Tad Hogg, Farshad Kooti, Yan Liu, Onur Varol, Prashant Shiralkar, Vinod Vydiswaran, Qiaozhu Mei, Tim Hwang
A number of organizations ranging from terrorist groups such as ISIS to politicians and nation states reportedly conduct explicit campaigns to influence opinion on social media, posing a risk to democratic processes.