Predicting In-game Actions from Interviews of NBA Players
Nadav Oved*, Amir Feder* and Roi Reichart. "Predicting In-game Actions from Interviews of NBA Players." Computational Linguistics (Volume 46, Issue 3).
CV
Education
- Ph.D. Candidate, Technion - Israel Institue of Technology, 2018 - Present. Research in Natural Language Processing under the supervision of Professor Roi Reichart.
- B.Sc. in Industrial Engineering & Management, majoring in Information Systems Engineering, Technion Israel Institue of Technology, 2017. Graduated Cum Laude.
- Industrial Engineering & Management (IE&M) Dean’s List of Excellence Honors.
Professional Experience
Head Teaching Assistant for Natural Language Processing course (lecturer: Prof. Roi Reichart) at the IE&M faculty during winter 2019, winter 2020 and spring 2020 semesters. October 2018 – July 2020.
Research Intern at Yahoo! Research Labs in the User Modeling team. Researched textual phenomena in the Yahoo! online advertising system. June 2019 – October 2019.
Cloud Computing Software Engineer (student position) at Intel Corp. Development of a globally distributed cloud computing software system programmed in Java. March 2015 – October 2018.
Skills
- Programming Languages: Python, Java.
Machine Learning Frameworks: PyTorch.
- Native Languages:
- English
- Hebrew
Publications
Bidding in Spades
Gal Cohensius, Reshef Meir, Nadav Oved, Roni Stern. "Bidding in Spades." ECAI 2020 - 24th European Conference on Artificial Intelligence.
CausaLM: Causal Model Explanation Through Counterfactual Language Models
Amir Feder, Nadav Oved, Uri Shalit and Roi Reichart. "CausaLM: Causal Model Explanation Through Counterfactual Language Models"
PASS: Perturb-and-Select Summarizer for Product Reviews
Nadav Oved and Ran Levy. "PASS: Perturb-and-Select Summarizer for Product Reviews"
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains
Eyal Ben-David*, Nadav Oved*, Roi Reichart; PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains. Transactions of the Association for Computational Linguistics 2022; 10 414–433.
On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method
Zorik Gekhman*, Nadav Oved*, Orgad Keller, Idan Szpektor and Roi Reichart; "On the Robustness of Dialogue History Representation in Conversational Question Answering: A Comprehensive Study and a New Prompt-based Method." arXiv preprint arXiv:2206.14796 (2022).