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Technology - Corpus Tools in the Classroom

 
 

The 4th Grade Written Narratives of English Language Learners Corpus
(ACCELA 4GNEL Learner Corpus)

 

ELL students working
on a writing assignment

ELL students’ samples of
handwritten texts

A screen shot of students’ textsanalyzed on WordSmith tools


Objective

Framed by the current socio-political context of school reform in the USA, particularly in Massachusetts, this pilot project consisted of the collection of multimedia longitudinal records of texts produced by English Language Learners (ELLs) in Amy Rivera's fourth grade class. Amy Rivera received her Master’s Degree in Education through ACCELA and has participated in a number of studies of her classroom practices (see ACCELA research). The data that comprise this corpus were collected over the course of an academic year as a way of documenting how ELLs’ abilities to produce academic language change over time in a more fine-grained manner than other measures of student learning typically afford (e.g., MCAS data).

Corpus Description
This small-specialized multimedia corpus encompasses the texts produced by five ELLs during three curriculum units in their English Language Arts class. Instruction focused on the reading and writing of personal narratives over the course of an academic year. It is small corpus because it consists of the texts produced by five students at three times of data collection. It is specialized because it focuses on one genre, personal written narratives. It is multimedia because it includes the scanned and transcribed versions, as well as the sound or video recorded readings, of the students’ original texts. It is longitudinal because it tries to capture the development of the five focal ELL students’ language use over time. In addition to the students’ texts, all contextual information regarding the teaching of this genre and the students’ processes of interpretation, production, and distribution of the texts, was ethnographically analyzed through the use of class video recordings, field notes, and teacher and students’ interviews.

In building The ACCELA 4GWNEL Learner Corpus, I collected, transcribed and digitally scanned approximately 20 ELLs’ handwritten final texts, at three different times (October, February and May) over one academic year. For the transcription of the texts, I took into consideration some of the recommendations made by the researchers in the Lancaster-Leverhulme Corpus of Children’s Writing (LCCW) (external link to http://bowland-files.lancs.ac.uk/monkey/lever/lccw.htm). Besides the scanned and transcribed versions of the texts, I also used sound or video recordings of students’ readings of their texts, thus making this one of the first multimedia corpus of elementary school-aged English Language Learners compiled.

Multimodal Features

• Written: a raw longitudinal collection of the transcribed version of final drafts of students written narratives
• Visual: The scanned images of original handwritten texts
• Spoken: The transcribed versions of the texts read aloud by the children authors
• Audio: The recordings of the texts being read by the children authors
• Audiovisual: video clips of contexts of production, interpretation and distribution of texts within the students’ literacy practices

Explicit Design Criteria and Documentation
Granger, a leading expert in the field of computer learner corpora, maintains that “learner corpora should be compiled according to strict design criteria, some of which are the same as for native corpora (see Atkins & Clear, 1992), while others, relating to both the learner and the task, are specific to learner corpora” (Granger, 2002, p.9). Drawing on Granger’s learner corpus design criteria, I documented the following variables in my design of this corpus:

Learner Variables
• Age
• Learning context: 4th Grade English language Arts
• Mother tongue: Spanish (Puerto Rico)

Task Variables
• Writing type: Free writing
• Time limit: 1-4 weeks projects
• Use of reference tools: dictionaries, published written stories, locally produced stories
• Audience: teacher, peers, parents

I completed the text preparation phase of the project and am currently analyzing and assembling case study data into hypermedia (HTML) documents (see below). Once this analysis is completed, the corpus and derived materials will be available to the ACCELA teachers, students, administrators and researchers as well as to a wider research community via the Internet. Please visit this site to see forthcoming updates on this project.

Further information
For more information on the ACCELA 4GNEL Learner Corpus, including details of availability, please contact Pablo Jimenez-Caicedo (Jimenez@educ.umass.edu) at The University of Massachusetts, Amherst.

 

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