7 citations · 23 across the 15 of their papers we have counts for
20 papers
Reliable and Interpretable Drift Detection in Streams of Short Texts
Ella Rabinovich, Matan Vetzler, Samuel Ackerman +1
Data drift is the change in model input data that is one of the key factors leading to machine learning models performance degradation over time. Monitoring drift helps detecting t…
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,…
Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems
Ella Rabinovich, Matan Vetzler, David Boaz +3
The rapidly growing market demand for automatic dialogue agents capable of goal-oriented behavior has caused many tech-industry leaders to invest considerable efforts into task-ori…
We've had this conversation before: A Novel Approach to Measuring Dialog Similarity
Ofer Lavi, Ella Rabinovich, Segev Shlomov +3
Dialog is a core building block of human natural language interactions. It contains multi-party utterances used to convey information from one party to another in a dynamic and evo…
Quantifying Cognitive Factors in Lexical Decline
David Francis, Ella Rabinovich, Farhan Samir +2
We adopt an evolutionary view on language change in which cognitive factors (in addition to social ones) affect the fitness of words and their success in the linguistic ecosystem.…
Pick a Fight or Bite your Tongue: Investigation of Gender Differences in Idiomatic Language Usage
Ella Rabinovich, Hila Gonen, Suzanne Stevenson
A large body of research on gender-linked language has established foundations regarding cross-gender differences in lexical, emotional, and topical preferences, along with their s…
Exploration of Gender Differences in COVID-19 Discourse on Reddit
Jai Aggarwal, Ella Rabinovich, Suzanne Stevenson
Decades of research on differences in the language of men and women have established postulates about preferences in lexical, topical, and emotional expression between the two gend…
The Typology of Polysemy: A Multilingual Distributional Framework
Ella Rabinovich, Yang Xu, Suzanne Stevenson
Lexical semantic typology has identified important cross-linguistic generalizations about the variation and commonalities in polysemy patterns---how languages package up meanings i…
Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods
Maria Ryskina, Ella Rabinovich, Taylor Berg-Kirkpatrick +2
We perform statistical analysis of the phenomenon of neology, the process by which new words emerge in a language, using large diachronic corpora of English. We investigate the imp…
Say Anything: Automatic Semantic Infelicity Detection in L2 English Indefinite Pronouns
Ella Rabinovich, Julia Watson, Barend Beekhuizen +1
Computational research on error detection in second language speakers has mainly addressed clear grammatical anomalies typical to learners at the beginner-to-intermediate level. We…
CodeSwitch-Reddit: Exploration of Written Multilingual Discourse in Online Discussion Forums
Ella Rabinovich, Masih Sultani, Suzanne Stevenson
In contrast to many decades of research on oral code-switching, the study of written multilingual productions has only recently enjoyed a surge of interest. Many open questions rem…
Controversy in Context
Benjamin Sznajder, Ariel Gera, Yonatan Bilu +5
With the growing interest in social applications of Natural Language Processing and Computational Argumentation, a natural question is how controversial a given concept is. Prior w…
Learning Concept Abstractness Using Weak Supervision
Ella Rabinovich, Benjamin Sznajder, Artem Spector +4
We introduce a weakly supervised approach for inferring the property of abstractness of words and expressions in the complete absence of labeled data. Exploiting only minimal lingu…
Native Language Cognate Effects on Second Language Lexical Choice
Ella Rabinovich, Yulia Tsvetkov, Shuly Wintner
We present a computational analysis of cognate effects on the spontaneous linguistic productions of advanced non-native speakers. Introducing a large corpus of highly competent non…
The UN Parallel Corpus Annotated for Translation Direction
Elad Tolochinsky, Ohad Mosafi, Ella Rabinovich +1
This work distinguishes between translated and original text in the UN protocol corpus. By modeling the problem as classification problem, we can achieve up to 95% classification a…
Found in Translation: Reconstructing Phylogenetic Language Trees from Translations
Ella Rabinovich, Noam Ordan, Shuly Wintner
Translation has played an important role in trade, law, commerce, politics, and literature for thousands of years. Translators have always tried to be invisible; ideal translations…
Personalized Machine Translation: Preserving Original Author Traits
Ella Rabinovich, Shachar Mirkin, Raj Nath Patel +2
The language that we produce reflects our personality, and various personal and demographic characteristics can be detected in natural language texts. We focus on one particular pe…
Unsupervised Identification of Translationese
Ella Rabinovich, Shuly Wintner
Translated texts are distinctively different from original ones, to the extent that supervised text classification methods can distinguish between them with high accuracy. These di…
On the Similarities Between Native, Non-native and Translated Texts
Ella Rabinovich, Sergiu Nisioi, Noam Ordan +1
We present a computational analysis of three language varieties: native, advanced non-native, and translation. Our goal is to investigate the similarities and differences between n…
A Parallel Corpus of Translationese
Ella Rabinovich, Shuly Wintner, Ofek Luis Lewinsohn
We describe a set of bilingual English--French and English--German parallel corpora in which the direction of translation is accurately and reliably annotated. The corpora are dive…