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Simposia : Establishing an international knowledge netwok
QUB, USP, UFSC, PUC-Rio
May 3, 2011




   Grammatical metaphor, academic
          writing and corpus analysis


                                                      Lúcia Pacheco de Oliveira
                                             Catholic University, Rio de Janeiro
Presentation:
 Research project
 Objetives of the research
 Grammatical metaphor
 Data analysis
 Implications and problems
 Future research
Research project: Introduction:
 ‘Writing and social inclusion: corpus analysis and
 grammatical metaphor in secondary education
 (FAPERJ – 2009-2011)
  • Focus
          Examine the written production of
          adolescents from different socio-cultural
          contexts
          Relate literacy and social inclusion issues in
          Rio de Janeiro, Brazil
          Collect a learner corpus and apply
          computational tools in the analysis
Motivation:
•Brazilian National Research Council (CNPq) Group:
Systemic-Functional Linguistics, Corpus Linguistics
and Discourse Analysis (PUC-Rio, 2006 - 2011);

•Reports from research group members who work as
teachers in elementary and secondary schools;

•Previous studies on writing, based on the systemic-
functional perspective, with emphasis on grammatical
metaphor.
Background studies:
Research on academic texts
Research articles:
Linguistics and Nutrition; English and Portuguese
(Oliveira, 2006; Valério, Brito & Oliveira, 2007)

Theses and Dissertations:
Linguistics – Introductions and Conclusions ; Portuguese.
(Valério & Oliveira, 2007);

Theses and Dissertations:
Linguistics and Literature; Portuguese.
(Oliveira, 2010);

Secondary school essays :
Argumentative texts ; Portuguese
( Castro, 2009; Oliveira,Schlee & Nóbrega, 2009; Ramos, 2010)
Secondary School Writing:
Project contextualization
  Written Brazilian Portuguese sometimes viewed as a foreign language by
  secondary public school students.

  Problems faced by secondary students when writing texts in their first
  language might be related to the lack of grammatical metaphor mastery .

  Difficulties in producing and understanding texts in other school subjects
  might also be connected to the lack of grammatical metaphor awareness
  and might , consequently, impair success in the construction of knowledge
  in the school environment.

  Grammatical metaphor as a fundamental linguistic resource for the
  elaboration of texts produced in academic and school contexts , which
  implies, among other aspects, the transformation of more concrete ideas
  into more abstract ones, through the use of nominalizations in place of
  verbal processes.
                                   (Martin, 1993; Christie, 2006; Oliveira, 2006,
                                                Halliday, 1994; Heyvaert, 2003)
School Contexts in Rio de Janeiro:
Federal, State and Private
                            North Zone: Federal
                            and State Schools




                                                       South Zone: Private
                                                       school


 West Zone: State Schools
                                      Central Zone:
                                      Private School




                                 Periphery Zone :
                                 Private School
Public and Private Secondary Schools
    651 texts


                     Periphery
                    79 texts
                                            North
                                               108 texts

South

173 texts




                               Região metropolitana

        West
        202 texts         Center

                         89 texts
Objectives of the present research|:

  Study the use of grammatical metaphor in public school
  secondary student writing:

     Identification and quantification of the use of grammatical
     metaphors in argumentative student texts
     Observation of students’ socio-educational condition
     variables
     Comparison of metaphorical language use in secondary
     school writing and university entrance exams
Grammatical Metaphor
“ The metaphor brings about a reconstrual of
  experience, in which reality comes to consist of
  things rather than doing and happening”.

“ It would be wrong, however, to equate grammatical
  metaphor with nominalization. Nominalization is
  predominant, in the sense that most metaphoric shift
  is shift into nominal group. But not all of it”.
                                   (Halliday, 2009: 125, 127)
Grammatical Metaphor
   The process of metaphor is one of reconstruing the patterns
   of realization in a language– particularly at the interface
   between the grammar and the semantics. A meaning that was
   originally construed by one kind of wording comes instead
   to be construed by another.’


   ‘.... grammatical abstracness is the key for entering into
   literacy, and to primary educational knowledge, so
   grammatical metaphor is the key for entering into the next
   level, that of secondary education, and of knowledge that is
   discipline-based and technical.’

                                          (Halliday,2009:117, 125)
Grammatical Metaphor
 All human adults and all human languages
 possess this ability to shift from the clausal to the
 nominal construal of experience, but this inherent
 potential in the grammar....is most characteristic
 of scientific discourse and the need to construct
 technical taxonomies and sequential argument”

                                     (Halliday, 2009: 116)
Nominalizations
  They are the predominant form of grammatical metaphor

  They consist in the use of a nominal form to express a process
  meaning

  They may have different functions:
    Creation of technical language
    Creation of non-negotiable ‘thingfied’ experience
    Encapsulation of meaning
    Development of argumentation
Questions

  Do Brazilian secondary public school students use grammatical
  metaphor in their texts?

  Is students’ textual production in accordance with late
  secondary school writing requirements?
Method
  Participants:
     12th grade Brazilian public school students from 14-18
     years old (N=98)

  Corpus:
    Written argumentative texts collected in federal and state
    schools
       Topic adequate for:
           Students’ age
           Schools socio-educational context
Method
 Data collection instruments:
   Questionnaire on socio-educational conditions
   Writing proposal with picture and newspaper headlines
   as prompts

 Samples:
   250-word texts on quality of life in Rio de Janeiro
   (N=92)
   Questionnaires on reading and writing habits (N=98)
Questionnaire:
socio-educational condition variables


    Students’ frequency of spontaneous vs. mandatory
    reading and writing
    Students’ reading habits
    Students’ family reading habits
STUDENTS' AGE


  19-24                 > 25 years
years old                  old
   11%                      0%




                      14-18
                    years old
                       89%
STUDENTS' READING HABITS



               Spontaneous
                 reading
                   9%




                                        Obligatory
No reading                               reading
   38%                                     53%
STUDENTS' SELF-EVALUATION ON
                  WRITING




Difficulty                        Facility to
to write                            write
   37%                               63%
WRITTEN GENRES PRACTICED BY STUDENTS

                      Poetry         No
        Varied                     writing
                       6%
         10%                         6%

                           Journal
                             5%

Orkut
 37%
                          School
                           texts
                            36%
FAMILY READING HABITS

            No
          reading
            6%

                       Frequent
                        reading
                          41%

Scarce
reading
  53%
Text Analysis

  Texts analyzed manually and with the help of computational
  tools:
     Concordancer: MonoConc Pro

  Nominalizations from agnate verbs identified and counted :
    Search based on productive noun suffixation in Portuguese
    (Basilio, 2007)
    Normalization of basic frequencies
    Means calculated for each group
Proposal
Escreva um texto argumentativo, com cerca de 25 linhas, em que você
apresente o seu ponto de vista sobre a qualidade de vida na cidade do Rio
de Janeiro. A figura e as manchetes abaixo sugerem alguns aspectos que
podem ser abordados.
                                         Rio: a cidade mais feliz do
                                         mundo, segundo pesquisa
                                         internacional.

                                       Rio vai enfrentar enorme desafio
                                       para receber olimpíadas 2016.

                                       Vandalismo destrói história do rio
                                       e custa caro aos cofres da cidade.

                                       Operação choque de ordem atua
                                       no centro do Rio.

    Interchange. CUP, 2005
Secondary public school student
writing: General features

 Oralized writing
    Lack of punctuation
    Phonetic spelling
    Lengthy sentences


 Difficulty to understand text instructions

 Limited use of varied grammatical patterns
Results:
Schools - means of nominalizations


              -cia     -cias     -ção     -ções    -dor     -dores    -ssão    -ssões     -mento     -mentos


School 1      0,12        0,06     1,41     0,29     0,00      0,12     0,06       0,00       0,35       0,18



School 2      0,71        0,07     1,96     0,50     0,04      0,32     0,07       0,00       0,68       0,18


School 3
              0,23        0,09     1,77     0,34     0,06      0,34     0,04       0,00       0,81       0,09




                                                                      School 1 (State) : 17 texts / 2.776 words
  Group frequencies normalized to 5000 words                          School 2 (Federal) : 28 texts / 6.045 words
                                                                      School 3 (State) : 47 texts / 9.716 words
Sample:
Public Secondary School
 Como será o Rio nas Olimpíadas 2.016

 Todos nós sabemos que para receber as Olimpíadas 2.016 o Rio de Janeiro vai passar por um
 processo longo e intenso de obras.

 Essas obras tem a finalidade de limpar nossos rios, lagoas e praias para as provas que neles
 serão realizadas; construir hotéis para receber e acomodar os turistas; melhorar o transporte
 para que as pessoas possam chegar nos locais em um tempo adequado; reformar estádios para
 receber os jogos e os torcedores com mais conforto; aumentar a segurança em nossa cidade
 para que todos possam caminhar sem o medo de ser assaltado ou de ser surpreendido por uma
 troca de tiros, e outras reformas mais.

 Porém será que a limpeza dos rios, lagoas e praias, o aumento da segurança e outras coisas mais
 não deveriam ser medidas tomadas a muito tempo, mesmo sem as Olimpíadas. Como será que
 vai ficar o Rio de Janeiro depois que passar as Olimpíadas. As melhorias serão conservadas
 pela população e pelo poder público, ou vai ser abandonada.

 A idéia de trazer as Olimpíadas 2.016 para o Rio de Janeiro é muito animadora. Mas temos
 que pensar nos pontos bons e tambem nos ruins.
                                                                                  (191 words)
Summary of findings
 Secondary public school students use fewer
 nominalizations than those entering the university
   The most frequent suffix is ção (ções): similar tendency in
   other genres (ex:research articles, theses and dissertations)
 Written texts do not match the writing proposal: more
 descriptive (more processes than nominalizations)
 Students’ written production is in accordance with the
 expected production of early to mid secondary school
 Students’ self-evaluation of their mastery of writing
 is based on ‘out of school’ texts
Discussion:
  Brazilian secondary public school students’ written production is
  misleveled:

     At school they are expected to master different genres in
     different subjects that require the use of metaphorical language
     Students’ perception towards their mastery in writing versus
     problems observed in the selected samples
     The mismatch between secondary school literacy requirements
     and students’ written production may lead into school failure
Implications
 Make teachers aware of the need to teach the
 grammatical metaphor

 Make secondary students understand the function
 of grammatical metaphor in writing

 Make learners able to use it in their texts in
 different disciplines

 Make educators - in general - aware of the real
 literacy situation which might be connected to
 social exclusion
Problems:
  Difficulties to identify and count nominalizations:

  Consider correct or incorrect forms?
     Ex: “condissões”; “atiramento”


  Which forms are actually metaphorical?
   Ex: “fazer saneamento básico”/ sanear


  How to apply automatic processing and computational tools to
  learners’ problematic texts?
     Ex: Software Palavras and Unitex
Future developments:
 Add the subcorpus of learner texts to the CORPOBRAS PUC-
 Rio ;
 Present results and publications in a site;
 Develop the analysis:
      to compare variation of the grammatical metaphor
     according to types of schools, different grades, etc.
     to study other lexico-grammatical transformations;
 Hold an event and prepare reports to share results with schools
 (teachers and students)
 Write teaching materials on the use of the grammatical
 metaphor
References
BASÍLIO, M. M. P. ( 2007). Teoria Lexical. 8th. ed. São Paulo: Atica.
CASTRO, L. A. (2009). Escrita e letramento no Ensino Médio: Uma abordagem sistêmico-funcional e de
   Lingüística Aplicada. Dissertação de Mestrado, Departamento de Letras. Rio de Janeiro: PUC-Rio.
CHRISTIE, F.(2006). Developmental progress in learning English in secondary schooling. Paper presented at the
   33rd International Systemic Functional Congress: PUC/SP: São Paulo.
CHRISTIE, F. & DEREWIANKA, B. (2008). School Discourse . London & New York: Continuum.
HALLIDAY, M.A.K. (1994). An Introduction to Functional Grammar. 2nd ed. London: Edward Arnold.
HALLIDAY, M.A.K. (2006). Grammatical Metaphor. In J.J. Webster (Ed) Collected Works of M.A.K. Halliday,
   The Language of Science, volume 5, pp. 3-7. London & New York: Continuum.
HALLIDAY, M.A.K. (2009). Grammatical Metaphor. In J.J. Webster (Ed), The Essential Halliday , pp.116-138.
   London & New York: Continuum.
HEYVAERT, L. (2003). Nominalization as Grammatical Metaphor: on the need for a radically systemic and
   metafunctional approach. In: A-M Simon-Vandenbergen, M. Taverniers, & L. Ravelli, Grammatical
   Metaphor: views from systemic functional linguistics. Amsterdam: John Benjamins.
MARTIN, J. R. (1993). Genre and Literacy – modeling context in educational linguistics. Annual Review of
   Applied Linguistics, 13, 141-172.
OLIVEIRA, L. P. (2006). Grammatical metaphors in academic texts: Cross-linguistic and cross-disciplinary
   contrasts. Paper presented at the 33rd International Systemic Functional Congress. PUC/SP, São Paulo,
OLIVEIRA, L.P & VALÉRIO, R. (forthcoming). A metáfora gramatical na construção discursiva de gêneros do
   contexto pedagógico. Procedings of X Forum de Estudos Linguísticos, Rio de janeiro, UERJ.
SIMON-VANDENBERGEN, A-M; TAVERNIERS,M. & RAVELLI, L. (2003).Grammatical Metaphor: views
   from systemic functional linguistics. Amsterdam: John Benjamins.
VALÉRIO, R. G., BRITO, M. G. & OLIVEIRA, L.P. (2007). CORPOBRAS PUC-Rio: Um corpus do Português
   do Brasil e análise do discurso acadêmico. Paper presented at the VII Encontro da Ciência Empírica de
   Letras. Rio de Janeiro: UFRJ.

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Grammatical metaphor, academic writing and corpus analysis

  • 1. Simposia : Establishing an international knowledge netwok QUB, USP, UFSC, PUC-Rio May 3, 2011 Grammatical metaphor, academic writing and corpus analysis Lúcia Pacheco de Oliveira Catholic University, Rio de Janeiro
  • 2. Presentation: Research project Objetives of the research Grammatical metaphor Data analysis Implications and problems Future research
  • 3. Research project: Introduction: ‘Writing and social inclusion: corpus analysis and grammatical metaphor in secondary education (FAPERJ – 2009-2011) • Focus Examine the written production of adolescents from different socio-cultural contexts Relate literacy and social inclusion issues in Rio de Janeiro, Brazil Collect a learner corpus and apply computational tools in the analysis
  • 4. Motivation: •Brazilian National Research Council (CNPq) Group: Systemic-Functional Linguistics, Corpus Linguistics and Discourse Analysis (PUC-Rio, 2006 - 2011); •Reports from research group members who work as teachers in elementary and secondary schools; •Previous studies on writing, based on the systemic- functional perspective, with emphasis on grammatical metaphor.
  • 5. Background studies: Research on academic texts Research articles: Linguistics and Nutrition; English and Portuguese (Oliveira, 2006; Valério, Brito & Oliveira, 2007) Theses and Dissertations: Linguistics – Introductions and Conclusions ; Portuguese. (Valério & Oliveira, 2007); Theses and Dissertations: Linguistics and Literature; Portuguese. (Oliveira, 2010); Secondary school essays : Argumentative texts ; Portuguese ( Castro, 2009; Oliveira,Schlee & Nóbrega, 2009; Ramos, 2010)
  • 6. Secondary School Writing: Project contextualization Written Brazilian Portuguese sometimes viewed as a foreign language by secondary public school students. Problems faced by secondary students when writing texts in their first language might be related to the lack of grammatical metaphor mastery . Difficulties in producing and understanding texts in other school subjects might also be connected to the lack of grammatical metaphor awareness and might , consequently, impair success in the construction of knowledge in the school environment. Grammatical metaphor as a fundamental linguistic resource for the elaboration of texts produced in academic and school contexts , which implies, among other aspects, the transformation of more concrete ideas into more abstract ones, through the use of nominalizations in place of verbal processes. (Martin, 1993; Christie, 2006; Oliveira, 2006, Halliday, 1994; Heyvaert, 2003)
  • 7. School Contexts in Rio de Janeiro: Federal, State and Private North Zone: Federal and State Schools South Zone: Private school West Zone: State Schools Central Zone: Private School Periphery Zone : Private School
  • 8. Public and Private Secondary Schools 651 texts Periphery 79 texts North 108 texts South 173 texts Região metropolitana West 202 texts Center 89 texts
  • 9. Objectives of the present research|: Study the use of grammatical metaphor in public school secondary student writing: Identification and quantification of the use of grammatical metaphors in argumentative student texts Observation of students’ socio-educational condition variables Comparison of metaphorical language use in secondary school writing and university entrance exams
  • 10. Grammatical Metaphor “ The metaphor brings about a reconstrual of experience, in which reality comes to consist of things rather than doing and happening”. “ It would be wrong, however, to equate grammatical metaphor with nominalization. Nominalization is predominant, in the sense that most metaphoric shift is shift into nominal group. But not all of it”. (Halliday, 2009: 125, 127)
  • 11. Grammatical Metaphor The process of metaphor is one of reconstruing the patterns of realization in a language– particularly at the interface between the grammar and the semantics. A meaning that was originally construed by one kind of wording comes instead to be construed by another.’ ‘.... grammatical abstracness is the key for entering into literacy, and to primary educational knowledge, so grammatical metaphor is the key for entering into the next level, that of secondary education, and of knowledge that is discipline-based and technical.’ (Halliday,2009:117, 125)
  • 12. Grammatical Metaphor All human adults and all human languages possess this ability to shift from the clausal to the nominal construal of experience, but this inherent potential in the grammar....is most characteristic of scientific discourse and the need to construct technical taxonomies and sequential argument” (Halliday, 2009: 116)
  • 13. Nominalizations They are the predominant form of grammatical metaphor They consist in the use of a nominal form to express a process meaning They may have different functions: Creation of technical language Creation of non-negotiable ‘thingfied’ experience Encapsulation of meaning Development of argumentation
  • 14. Questions Do Brazilian secondary public school students use grammatical metaphor in their texts? Is students’ textual production in accordance with late secondary school writing requirements?
  • 15. Method Participants: 12th grade Brazilian public school students from 14-18 years old (N=98) Corpus: Written argumentative texts collected in federal and state schools Topic adequate for: Students’ age Schools socio-educational context
  • 16. Method Data collection instruments: Questionnaire on socio-educational conditions Writing proposal with picture and newspaper headlines as prompts Samples: 250-word texts on quality of life in Rio de Janeiro (N=92) Questionnaires on reading and writing habits (N=98)
  • 17. Questionnaire: socio-educational condition variables Students’ frequency of spontaneous vs. mandatory reading and writing Students’ reading habits Students’ family reading habits
  • 18. STUDENTS' AGE 19-24 > 25 years years old old 11% 0% 14-18 years old 89%
  • 19. STUDENTS' READING HABITS Spontaneous reading 9% Obligatory No reading reading 38% 53%
  • 20. STUDENTS' SELF-EVALUATION ON WRITING Difficulty Facility to to write write 37% 63%
  • 21. WRITTEN GENRES PRACTICED BY STUDENTS Poetry No Varied writing 6% 10% 6% Journal 5% Orkut 37% School texts 36%
  • 22. FAMILY READING HABITS No reading 6% Frequent reading 41% Scarce reading 53%
  • 23. Text Analysis Texts analyzed manually and with the help of computational tools: Concordancer: MonoConc Pro Nominalizations from agnate verbs identified and counted : Search based on productive noun suffixation in Portuguese (Basilio, 2007) Normalization of basic frequencies Means calculated for each group
  • 24. Proposal Escreva um texto argumentativo, com cerca de 25 linhas, em que você apresente o seu ponto de vista sobre a qualidade de vida na cidade do Rio de Janeiro. A figura e as manchetes abaixo sugerem alguns aspectos que podem ser abordados. Rio: a cidade mais feliz do mundo, segundo pesquisa internacional. Rio vai enfrentar enorme desafio para receber olimpíadas 2016. Vandalismo destrói história do rio e custa caro aos cofres da cidade. Operação choque de ordem atua no centro do Rio. Interchange. CUP, 2005
  • 25. Secondary public school student writing: General features Oralized writing Lack of punctuation Phonetic spelling Lengthy sentences Difficulty to understand text instructions Limited use of varied grammatical patterns
  • 26. Results: Schools - means of nominalizations -cia -cias -ção -ções -dor -dores -ssão -ssões -mento -mentos School 1 0,12 0,06 1,41 0,29 0,00 0,12 0,06 0,00 0,35 0,18 School 2 0,71 0,07 1,96 0,50 0,04 0,32 0,07 0,00 0,68 0,18 School 3 0,23 0,09 1,77 0,34 0,06 0,34 0,04 0,00 0,81 0,09 School 1 (State) : 17 texts / 2.776 words Group frequencies normalized to 5000 words School 2 (Federal) : 28 texts / 6.045 words School 3 (State) : 47 texts / 9.716 words
  • 27. Sample: Public Secondary School Como será o Rio nas Olimpíadas 2.016 Todos nós sabemos que para receber as Olimpíadas 2.016 o Rio de Janeiro vai passar por um processo longo e intenso de obras. Essas obras tem a finalidade de limpar nossos rios, lagoas e praias para as provas que neles serão realizadas; construir hotéis para receber e acomodar os turistas; melhorar o transporte para que as pessoas possam chegar nos locais em um tempo adequado; reformar estádios para receber os jogos e os torcedores com mais conforto; aumentar a segurança em nossa cidade para que todos possam caminhar sem o medo de ser assaltado ou de ser surpreendido por uma troca de tiros, e outras reformas mais. Porém será que a limpeza dos rios, lagoas e praias, o aumento da segurança e outras coisas mais não deveriam ser medidas tomadas a muito tempo, mesmo sem as Olimpíadas. Como será que vai ficar o Rio de Janeiro depois que passar as Olimpíadas. As melhorias serão conservadas pela população e pelo poder público, ou vai ser abandonada. A idéia de trazer as Olimpíadas 2.016 para o Rio de Janeiro é muito animadora. Mas temos que pensar nos pontos bons e tambem nos ruins. (191 words)
  • 28. Summary of findings Secondary public school students use fewer nominalizations than those entering the university The most frequent suffix is ção (ções): similar tendency in other genres (ex:research articles, theses and dissertations) Written texts do not match the writing proposal: more descriptive (more processes than nominalizations) Students’ written production is in accordance with the expected production of early to mid secondary school Students’ self-evaluation of their mastery of writing is based on ‘out of school’ texts
  • 29. Discussion: Brazilian secondary public school students’ written production is misleveled: At school they are expected to master different genres in different subjects that require the use of metaphorical language Students’ perception towards their mastery in writing versus problems observed in the selected samples The mismatch between secondary school literacy requirements and students’ written production may lead into school failure
  • 30. Implications Make teachers aware of the need to teach the grammatical metaphor Make secondary students understand the function of grammatical metaphor in writing Make learners able to use it in their texts in different disciplines Make educators - in general - aware of the real literacy situation which might be connected to social exclusion
  • 31. Problems: Difficulties to identify and count nominalizations: Consider correct or incorrect forms? Ex: “condissões”; “atiramento” Which forms are actually metaphorical? Ex: “fazer saneamento básico”/ sanear How to apply automatic processing and computational tools to learners’ problematic texts? Ex: Software Palavras and Unitex
  • 32. Future developments: Add the subcorpus of learner texts to the CORPOBRAS PUC- Rio ; Present results and publications in a site; Develop the analysis: to compare variation of the grammatical metaphor according to types of schools, different grades, etc. to study other lexico-grammatical transformations; Hold an event and prepare reports to share results with schools (teachers and students) Write teaching materials on the use of the grammatical metaphor
  • 33.
  • 34. References BASÍLIO, M. M. P. ( 2007). Teoria Lexical. 8th. ed. São Paulo: Atica. CASTRO, L. A. (2009). Escrita e letramento no Ensino Médio: Uma abordagem sistêmico-funcional e de Lingüística Aplicada. Dissertação de Mestrado, Departamento de Letras. Rio de Janeiro: PUC-Rio. CHRISTIE, F.(2006). Developmental progress in learning English in secondary schooling. Paper presented at the 33rd International Systemic Functional Congress: PUC/SP: São Paulo. CHRISTIE, F. & DEREWIANKA, B. (2008). School Discourse . London & New York: Continuum. HALLIDAY, M.A.K. (1994). An Introduction to Functional Grammar. 2nd ed. London: Edward Arnold. HALLIDAY, M.A.K. (2006). Grammatical Metaphor. In J.J. Webster (Ed) Collected Works of M.A.K. Halliday, The Language of Science, volume 5, pp. 3-7. London & New York: Continuum. HALLIDAY, M.A.K. (2009). Grammatical Metaphor. In J.J. Webster (Ed), The Essential Halliday , pp.116-138. London & New York: Continuum. HEYVAERT, L. (2003). Nominalization as Grammatical Metaphor: on the need for a radically systemic and metafunctional approach. In: A-M Simon-Vandenbergen, M. Taverniers, & L. Ravelli, Grammatical Metaphor: views from systemic functional linguistics. Amsterdam: John Benjamins. MARTIN, J. R. (1993). Genre and Literacy – modeling context in educational linguistics. Annual Review of Applied Linguistics, 13, 141-172. OLIVEIRA, L. P. (2006). Grammatical metaphors in academic texts: Cross-linguistic and cross-disciplinary contrasts. Paper presented at the 33rd International Systemic Functional Congress. PUC/SP, São Paulo, OLIVEIRA, L.P & VALÉRIO, R. (forthcoming). A metáfora gramatical na construção discursiva de gêneros do contexto pedagógico. Procedings of X Forum de Estudos Linguísticos, Rio de janeiro, UERJ. SIMON-VANDENBERGEN, A-M; TAVERNIERS,M. & RAVELLI, L. (2003).Grammatical Metaphor: views from systemic functional linguistics. Amsterdam: John Benjamins. VALÉRIO, R. G., BRITO, M. G. & OLIVEIRA, L.P. (2007). CORPOBRAS PUC-Rio: Um corpus do Português do Brasil e análise do discurso acadêmico. Paper presented at the VII Encontro da Ciência Empírica de Letras. Rio de Janeiro: UFRJ.