Lotem Peled-Cohen
Ph.D. Candidate - NLP@Technion
Advisor: Prof. Roi Reichart
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About
I am a PhD candidate at the Faculty of Data and Decisions Sciences at the Technion - Israel Institute of Technology, under the supervision of Prof. Roi Reichart.
Research Interests: NLP, LLMs, Dementia and Alzheimer's, Non-Literal Communication, Sarcasm
Program Chair of the 1st workshop on NLP4 Science (EMNLP 2024)
Publications
Human and LLM Judgments of Cognitive Impairment from Language: An Explainable AI Approach." Lotem Peled-cohen*, Maya Zadok*, Nitay Calderon, Hila Gonen, Michal Schnaider Beeri, Roi Reichart. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring, 2025. PDF
Dementia Through Different Eyes: Explainable Modeling of Human and LLM Perceptions for Early Awareness. Lotem Peled-Cohen*, Maya Zadok*, Nitay Claderon, Hila Gonen, Roi Reichart. EMNLP Findings, 2025. PDF
A Systematic Review of NLP for Dementia- Tasks, Datasets and Opportunities. Lotem Peled-Cohen, Roi Reichart. TACL, 2025. PDF
Statistical Significance Testing for Natural Language Processing (book). Rotem Dror, Lotem Peled-Cohen (Peled), Segev Shlomov, Roi Reichart. Morgan & Claypool Publishers, 2020. PDF
Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation. Lotem Peled-Cohen (Peled), Roi Reichart. ACL, 2017. PDF
Blog Posts
NLP for Human-Centric Science. Lotem Peled-Cohen, Nitay Calderon, Roi Reichart, 2025. Read Here!
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