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20182026
most citedNot Enough Data? Deep Learning to the Rescue!

32 citations · 65 across the 17 of their papers we have counts for

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Showing 2022Show all

5 papers · 1 filter

cs.CL2022

Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora

George Kour, Samuel Ackerman, Orna Raz +3

The ability to compare the semantic similarity between text corpora is important in a variety of natural language processing applications. However, standard methods for evaluating…

cs.AI2022

Emergent Quantized Communication

Boaz Carmeli, Ron Meir, Yonatan Belinkov

The field of emergent communication aims to understand the characteristics of communication as it emerges from artificial agents solving tasks that require information exchange. Co…

cs.CL2022

Exploration of the Usage of Color Terms by Color-blind Participants in Online Discussion Platforms

Ella Rabinovich, Boaz Carmeli

Prominent questions about the role of sensory vs. linguistic input in the way we acquire and use language have been extensively studied in the psycholinguistic literature. However,…

cs.CL2022

Understanding the Properties of Generated Corpora

Naama Zwerdling, Segev Shlomov, Esther Goldbraich +6

Models for text generation have become focal for many research tasks and especially for the generation of sentence corpora. However, understanding the properties of an automaticall…

cs.CL2022

A new data augmentation method for intent classification enhancement and its application on spoken conversation datasets

Zvi Kons, Aharon Satt, Hong-Kwang Kuo +4

Intent classifiers are vital to the successful operation of virtual agent systems. This is especially so in voice activated systems where the data can be noisy with many ambiguous…