Neural versus phrase-based machine translation quality: a case study
Within the field of Statistical Machine Translation (SMT), the neural approach (NMT) has
recently emerged as the first technology able to challenge the long-standing dominance of …
recently emerged as the first technology able to challenge the long-standing dominance of …
Unleashing the power of data tsunami: A comprehensive survey on data assessment and selection for instruction tuning of language models
Instruction tuning plays a critical role in aligning large language models (LLMs) with human
preference. Despite the vast amount of open instruction datasets, naively training a LLM on …
preference. Despite the vast amount of open instruction datasets, naively training a LLM on …
Computational assessment of text readability: A survey of current and future research
K Collins-Thompson - ITL-International Journal of Applied …, 2014 - jbe-platform.com
Assessing text readability is a time-honored problem that has even more relevance in
today's information-rich world. This article provides background on how readability of texts is …
today's information-rich world. This article provides background on how readability of texts is …
Text readability assessment for second language learners
This paper addresses the task of readability assessment for the texts aimed at second
language (L2) learners. One of the major challenges in this task is the lack of significantly …
language (L2) learners. One of the major challenges in this task is the lack of significantly …
Moving beyond classic readability formulas: New methods and new models
Background Advances in natural language processing (NLP) and computational linguistics
have facilitated major improvements on traditional readability formulas that aim at predicting …
have facilitated major improvements on traditional readability formulas that aim at predicting …
[HTML][HTML] Perusal of readability with focus on web content understandability
PK Ojha, A Ismail, KK Srinivasan - … of King Saud University-Computer and …, 2021 - Elsevier
The Web has become a popular and important medium of transmitting information from one
place to another place. For making information accessible to all, we need to check their …
place to another place. For making information accessible to all, we need to check their …
[PDF][PDF] Readability classification for German using lexical, syntactic, and morphological features
We investigate the problem of reading level assessment for German texts on a newly
compiled corpus of freely available easy and difficult articles, targeted at adult and child …
compiled corpus of freely available easy and difficult articles, targeted at adult and child …
Trends, limitations and open challenges in automatic readability assessment research
S Vajjala - arxiv preprint arxiv:2105.00973, 2021 - arxiv.org
Readability assessment is the task of evaluating the reading difficulty of a given piece of text.
Although research on computational approaches to readability assessment is now two …
Although research on computational approaches to readability assessment is now two …
Natural language processing and language learning
D Meurers - The encyclopedia of applied linguistics, 2012 - Wiley Online Library
Natural language processing (NLP) is concerned with the automated processing of human
language. It addresses the analysis and generation of written and spoken language, though …
language. It addresses the analysis and generation of written and spoken language, though …
Improving mathematics assessment readability: Do large language models help?
Background Readability metrics provide us with an objective and efficient way to assess the
quality of educational texts. We can use the readability measures for finding assessment …
quality of educational texts. We can use the readability measures for finding assessment …