Search Results for author: Chen Shani

Found 6 papers, 2 papers with code

Towards Concept-Aware Large Language Models

1 code implementation3 Nov 2023 Chen Shani, Jilles Vreeken, Dafna Shahaf

Concepts play a pivotal role in various human cognitive functions, including learning, reasoning and communication.

FAME: Flexible, Scalable Analogy Mappings Engine

no code implementations3 Nov 2023 Shahar Jacob, Chen Shani, Dafna Shahaf

In this work, we relax the input requirements, requiring only names of entities to be mapped.

The Lean Data Scientist: Recent Advances towards Overcoming the Data Bottleneck

no code implementations15 Nov 2022 Chen Shani, Jonathan Zarecki, Dafna Shahaf

Machine learning (ML) is revolutionizing the world, affecting almost every field of science and industry.

How Did This Get Funded?! Automatically Identifying Quirky Scientific Achievements

1 code implementation ACL 2021 Chen Shani, Nadav Borenstein, Dafna Shahaf

We construct a dataset containing thousands of funny papers and use it to learn classifiers, combining findings from psychology and linguistics with recent advances in NLP.

Language (Re)modelling: Towards Embodied Language Understanding

no code implementations ACL 2020 Ronen Tamari, Chen Shani, Tom Hope, Miriam R. L. Petruck, Omri Abend, Dafna Shahaf

While natural language understanding (NLU) is advancing rapidly, today's technology differs from human-like language understanding in fundamental ways, notably in its inferior efficiency, interpretability, and generalization.

Natural Language Understanding Position

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