Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI
- Elron Bandel
- Yotam Perlitz
- et al.
- 2024
- NAACL 2024
Matan Orbach
Title
Research Staff Member - Machine Learning and NLP
Bio
I am a Research Staff Member in the Debating Technologies team at the IBM Haifa Research Lab. Currently, my research focuses on multilingual stance detection and targeted sentiment analysis.
Prior to joining IBM, I received my M.Sc. in Electrical Engineering from the Technion in 2013, under the supervision of Prof. Koby Crammer. My research was on graph-based semi-supervised learning.
My main areas of interest are Machine Learning and Natural Language Processing.
Publications
Welcome to the Real World: Efficient, Incremental and Scalable Key Point Analysis
- Lilach Edelstein
- Yoav Kantor
- et al.
- 2023
- EMNLP 2023
Towards Automated Assessment of Organizational Cybersecurity Posture in Cloud
- Roy Bar-Haim
- Lilach Eden
- et al.
- 2023
- CODS-COMAD 2023
Multi-Domain Targeted Sentiment Analysis
- Orith Toledo-Ronen
- Matan Orbach
- et al.
- 2022
- NAACL 2022
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews
- Matan Orbach
- Orith Toledo-Ronen
- et al.
- 2021
- EMNLP 2021
Advances in debating technologies: Building AI that can debate humans
- Roy Bar-Haim
- Liat Ein-Dor
- et al.
- 2021
- ACL-IJCNLP 2021
An autonomous debating system
- Noam Slonim
- Yonatan Bilu
- et al.
- 2021
- Nature
Multilingual Argument Mining: Datasets and Analysis
- Orith Toledo-Ronen
- Matan Orbach
- et al.
- 2020
- EMNLP 2020
Out of the Echo Chamber: Detecting Countering Debate Speeches
- Matan Orbach
- Yonatan Bilu
- et al.
- 2020
- ACL 2020
A dataset of general-purpose rebuttal
- Matan Orbach
- Yonatan Bilu
- et al.
- 2019
- EMNLP-IJCNLP 2019
Projects
Top collaborators
NS
Noam Slonim
Distinguished Engineer, Language Models Utilization
RB
Roy Bar-Haim
Senior Technical Staff Member - AI, Natural Language Processing
YK
Yoav Katz
Manager, IBM Debating Technologies
LC
