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20162026
most citedConstruction Grammar Provides Unique Insight into Neural Language Models

10 citations · 54 across the 50 of their papers we have counts for

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Showing 2020Show all

7 papers · 1 filter

cs.CL2020

Automatic Extraction of Rules Governing Morphological Agreement

Aditi Chaudhary, Antonios Anastasopoulos, Adithya Pratapa +4

Creating a descriptive grammar of a language is an indispensable step for language documentation and preservation. However, at the same time it is a tedious, time-consuming task. I…

cs.CL2020★ 2 cited

Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks

Jimin Sun, Hwijeen Ahn, Chan Young Park +2

Much work in cross-lingual transfer learning explored how to select better transfer languages for multilingual tasks, primarily focusing on typological and genealogical similaritie…

cs.SI2020

Characterizing Sociolinguistic Variation in the Competing Vaccination Communities

Shahan Ali Memon, Aman Tyagi, David R. Mortensen +1

Public health practitioners and policy makers grapple with the challenge of devising effective message-based interventions for debunking public health misinformation in cyber commu…

cs.CL2020★ 2 cited

AlloVera: A Multilingual Allophone Database

David R. Mortensen, Xinjian Li, Patrick Littell +6

We introduce a new resource, AlloVera, which provides mappings from 218 allophones to phonemes for 14 languages. Phonemes are contrastive phonological units, and allophones are the…

cs.CL2020★ 7 cited

Universal Phone Recognition with a Multilingual Allophone System

Xinjian Li, Siddharth Dalmia, Juncheng Li +8

Multilingual models can improve language processing, particularly for low resource situations, by sharing parameters across languages. Multilingual acoustic models, however, genera…

cs.CL2020

Towards Zero-shot Learning for Automatic Phonemic Transcription

Xinjian Li, Siddharth Dalmia, David R. Mortensen +3

Automatic phonemic transcription tools are useful for low-resource language documentation. However, due to the lack of training sets, only a tiny fraction of languages have phonemi…

cs.CL2020

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…