Document (#35678)

Author

Van Valin, R.D. Jr.

Title

Semantic macroroles and language processing

Source

Semantic role universals and argument linking: theoretical, typological, and psycholinguistic perspectives. Eds.: I. Bornkessel u.a

Imprint

Berlin : Mouton de Gruyter

Year

2006

Pages

S.263-301

Series

Trends in linguistics. Studies and monographs; 165

Abstract

It is widely assumed in the discussion of both language production and comprehension that semantic roles play an important role in both processes. Yet there are different types of semantic roles proposed in different linguistic theories, and this raises two questions. The first is, exactly what type of semantic role is most appropriate for language processing? Verb-specific roles? Thematic relations? Generalized semantic roles? The second question is, given that the different types of semantic roles are embedded within different grammatical theories, what is the relationship between the grammatical theories and processing models? The relationship of grammatical theories to models of language processing is a controversial one. At the one extreme, Chomsky has always maintained that the study of linguistic competence is logically prior to and independent of the investigation of linguistic performance and consequently that considerations from performance, including psycholinguistic and computational modeling of it, have no bearing on or relevance to theories of competence (see e.g. Chomsky 1965). At the other end of the spectrum stand Kaplan and Bresnan (1982), who maintain that theories of linguistic competence should be tied to testable models, psycholinguistic or computational, of linguistic performance. The purpose of this paper is to investigate these two questions. It will be argued that the type of semantic role most relevant to language processing is the notion of semantic macrorole, which was originally proposed and developed in the theory of Role and Reference Grammar. Since semantic macroroles do not exist in a theoretical vacuum, this leads to an investigation of the relationship between the syntactic theory that posits them and models of language production and comprehension. Where in the processing model does the grammatical model fit? Does this relationship have any consequences for the grammatical theory?

Field

Sprachwissenschaft

Similar documents (content)

1. Semantic role universals and argument linking : theoretical, typological, and psycholinguistic perspectives (2006) 0.46

   0.46101505 = sum of:
     0.46101505 = product of:
       1.0477614 = sum of:
         0.03200142 = weight(abstract_txt:theory in 657) [ClassicSimilarity], result of:
           0.03200142 = score(doc=657,freq=2.0), product of:
             0.09134528 = queryWeight, product of:
               1.3713253 = boost
               4.529811 = idf(docFreq=1301, maxDocs=44421)
               0.014705019 = queryNorm
             0.35033467 = fieldWeight in 657, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.529811 = idf(docFreq=1301, maxDocs=44421)
               0.0546875 = fieldNorm(doc=657)
         0.022501735 = weight(abstract_txt:different in 657) [ClassicSimilarity], result of:
           0.022501735 = score(doc=657,freq=2.0), product of:
             0.07949934 = queryWeight, product of:
               1.4772314 = boost
               3.6597328 = idf(docFreq=3107, maxDocs=44421)
               0.014705019 = queryNorm
             0.28304303 = fieldWeight in 657, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.6597328 = idf(docFreq=3107, maxDocs=44421)
               0.0546875 = fieldNorm(doc=657)
         0.007513609 = weight(abstract_txt:that in 657) [ClassicSimilarity], result of:
           0.007513609 = score(doc=657,freq=1.0), product of:
             0.058095336 = queryWeight, product of:
               1.6705383 = boost
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.014705019 = queryNorm
             0.1293324 = fieldWeight in 657, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.0546875 = fieldNorm(doc=657)
         0.028255839 = weight(abstract_txt:role in 657) [ClassicSimilarity], result of:
           0.028255839 = score(doc=657,freq=1.0), product of:
             0.11658294 = queryWeight, product of:
               1.7888926 = boost
               4.431851 = idf(docFreq=1435, maxDocs=44421)
               0.014705019 = queryNorm
             0.24236685 = fieldWeight in 657, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.431851 = idf(docFreq=1435, maxDocs=44421)
               0.0546875 = fieldNorm(doc=657)
         0.06119576 = weight(abstract_txt:language in 657) [ClassicSimilarity], result of:
           0.06119576 = score(doc=657,freq=3.0), product of:
             0.1548937 = queryWeight, product of:
               2.5253947 = boost
               4.1709876 = idf(docFreq=1863, maxDocs=44421)
               0.014705019 = queryNorm
             0.39508232 = fieldWeight in 657, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.1709876 = idf(docFreq=1863, maxDocs=44421)
               0.0546875 = fieldNorm(doc=657)
         0.17817912 = weight(abstract_txt:linguistic in 657) [ClassicSimilarity], result of:
           0.17817912 = score(doc=657,freq=5.0), product of:
             0.25067675 = queryWeight, product of:
               2.9327755 = boost
               5.8125896 = idf(docFreq=360, maxDocs=44421)
               0.014705019 = queryNorm
             0.71079236 = fieldWeight in 657, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               5.8125896 = idf(docFreq=360, maxDocs=44421)
               0.0546875 = fieldNorm(doc=657)
         0.05816374 = weight(abstract_txt:processing in 657) [ClassicSimilarity], result of:
           0.05816374 = score(doc=657,freq=1.0), product of:
             0.21595412 = queryWeight, product of:
               2.9819005 = boost
               4.9249606 = idf(docFreq=876, maxDocs=44421)
               0.014705019 = queryNorm
             0.26933378 = fieldWeight in 657, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.9249606 = idf(docFreq=876, maxDocs=44421)
               0.0546875 = fieldNorm(doc=657)
         0.21734406 = weight(abstract_txt:roles in 657) [ClassicSimilarity], result of:
           0.21734406 = score(doc=657,freq=6.0), product of:
             0.269307 = queryWeight, product of:
               3.039804 = boost
               6.024714 = idf(docFreq=291, maxDocs=44421)
               0.014705019 = queryNorm
             0.80704945 = fieldWeight in 657, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               6.024714 = idf(docFreq=291, maxDocs=44421)
               0.0546875 = fieldNorm(doc=657)
         0.0875715 = weight(abstract_txt:theories in 657) [ClassicSimilarity], result of:
           0.0875715 = score(doc=657,freq=1.0), product of:
             0.2836842 = queryWeight, product of:
               3.4176688 = boost
               5.6446834 = idf(docFreq=426, maxDocs=44421)
               0.014705019 = queryNorm
             0.30869362 = fieldWeight in 657, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.6446834 = idf(docFreq=426, maxDocs=44421)
               0.0546875 = fieldNorm(doc=657)
         0.2087283 = weight(abstract_txt:grammatical in 657) [ClassicSimilarity], result of:
           0.2087283 = score(doc=657,freq=1.0), product of:
             0.4763437 = queryWeight, product of:
               4.0427976 = boost
               8.0125885 = idf(docFreq=39, maxDocs=44421)
               0.014705019 = queryNorm
             0.43818843 = fieldWeight in 657, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.0125885 = idf(docFreq=39, maxDocs=44421)
               0.0546875 = fieldNorm(doc=657)
         0.14630632 = weight(abstract_txt:semantic in 657) [ClassicSimilarity], result of:
           0.14630632 = score(doc=657,freq=5.0), product of:
             0.2673883 = queryWeight, product of:
               4.0637712 = boost
               4.4745317 = idf(docFreq=1375, maxDocs=44421)
               0.014705019 = queryNorm
             0.54716796 = fieldWeight in 657, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               4.4745317 = idf(docFreq=1375, maxDocs=44421)
               0.0546875 = fieldNorm(doc=657)
       0.44 = coord(11/25)
   

2. Harrow, J.; Wickersham, L.; Rotherham, S.; Ella Farnsworth, E.; McElhenny, G.: Contextual depth projection in Large Language Models through semantic lattice frameworks (2024) 0.24

   0.23755567 = sum of:
     0.23755567 = product of:
       0.6598768 = sum of:
         0.0822463 = weight(abstract_txt:computational in 2403) [ClassicSimilarity], result of:
           0.0822463 = score(doc=2403,freq=3.0), product of:
             0.11965442 = queryWeight, product of:
               1.2814927 = boost
               6.3496094 = idf(docFreq=210, maxDocs=44421)
               0.014705019 = queryNorm
             0.68736535 = fieldWeight in 2403, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.3496094 = idf(docFreq=210, maxDocs=44421)
               0.0625 = fieldNorm(doc=2403)
         0.027432412 = weight(abstract_txt:performance in 2403) [ClassicSimilarity], result of:
           0.027432412 = score(doc=2403,freq=1.0), product of:
             0.09500898 = queryWeight, product of:
               1.3985556 = boost
               4.619759 = idf(docFreq=1189, maxDocs=44421)
               0.014705019 = queryNorm
             0.28873494 = fieldWeight in 2403, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.619759 = idf(docFreq=1189, maxDocs=44421)
               0.0625 = fieldNorm(doc=2403)
         0.075499944 = weight(abstract_txt:comprehension in 2403) [ClassicSimilarity], result of:
           0.075499944 = score(doc=2403,freq=1.0), product of:
             0.16300064 = queryWeight, product of:
               1.4957067 = boost
               7.4110084 = idf(docFreq=72, maxDocs=44421)
               0.014705019 = queryNorm
             0.46318802 = fieldWeight in 2403, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.4110084 = idf(docFreq=72, maxDocs=44421)
               0.0625 = fieldNorm(doc=2403)
         0.008586981 = weight(abstract_txt:that in 2403) [ClassicSimilarity], result of:
           0.008586981 = score(doc=2403,freq=1.0), product of:
             0.058095336 = queryWeight, product of:
               1.6705383 = boost
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.014705019 = queryNorm
             0.14780845 = fieldWeight in 2403, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.0625 = fieldNorm(doc=2403)
         0.036656577 = weight(abstract_txt:models in 2403) [ClassicSimilarity], result of:
           0.036656577 = score(doc=2403,freq=1.0), product of:
             0.12686335 = queryWeight, product of:
               1.8660998 = boost
               4.623126 = idf(docFreq=1185, maxDocs=44421)
               0.014705019 = queryNorm
             0.28894538 = fieldWeight in 2403, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.623126 = idf(docFreq=1185, maxDocs=44421)
               0.0625 = fieldNorm(doc=2403)
         0.057104148 = weight(abstract_txt:language in 2403) [ClassicSimilarity], result of:
           0.057104148 = score(doc=2403,freq=2.0), product of:
             0.1548937 = queryWeight, product of:
               2.5253947 = boost
               4.1709876 = idf(docFreq=1863, maxDocs=44421)
               0.014705019 = queryNorm
             0.3686667 = fieldWeight in 2403, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.1709876 = idf(docFreq=1863, maxDocs=44421)
               0.0625 = fieldNorm(doc=2403)
         0.12878898 = weight(abstract_txt:linguistic in 2403) [ClassicSimilarity], result of:
           0.12878898 = score(doc=2403,freq=2.0), product of:
             0.25067675 = queryWeight, product of:
               2.9327755 = boost
               5.8125896 = idf(docFreq=360, maxDocs=44421)
               0.014705019 = queryNorm
             0.51376516 = fieldWeight in 2403, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.8125896 = idf(docFreq=360, maxDocs=44421)
               0.0625 = fieldNorm(doc=2403)
         0.0940068 = weight(abstract_txt:processing in 2403) [ClassicSimilarity], result of:
           0.0940068 = score(doc=2403,freq=2.0), product of:
             0.21595412 = queryWeight, product of:
               2.9819005 = boost
               4.9249606 = idf(docFreq=876, maxDocs=44421)
               0.014705019 = queryNorm
             0.4353091 = fieldWeight in 2403, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.9249606 = idf(docFreq=876, maxDocs=44421)
               0.0625 = fieldNorm(doc=2403)
         0.14955468 = weight(abstract_txt:semantic in 2403) [ClassicSimilarity], result of:
           0.14955468 = score(doc=2403,freq=4.0), product of:
             0.2673883 = queryWeight, product of:
               4.0637712 = boost
               4.4745317 = idf(docFreq=1375, maxDocs=44421)
               0.014705019 = queryNorm
             0.55931646 = fieldWeight in 2403, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.4745317 = idf(docFreq=1375, maxDocs=44421)
               0.0625 = fieldNorm(doc=2403)
       0.36 = coord(9/25)
   

3. Ofoghi, B.; Yearwood, J.; Ma, L.: ¬The impact of frame semantic annotation levels, frame-alignment techniques, and fusion methods on factoid answer processing (2009) 0.22

   0.21770023 = sum of:
     0.21770023 = product of:
       0.6803132 = sum of:
         0.038795285 = weight(abstract_txt:performance in 1088) [ClassicSimilarity], result of:
           0.038795285 = score(doc=1088,freq=2.0), product of:
             0.09500898 = queryWeight, product of:
               1.3985556 = boost
               4.619759 = idf(docFreq=1189, maxDocs=44421)
               0.014705019 = queryNorm
             0.40833285 = fieldWeight in 1088, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.619759 = idf(docFreq=1189, maxDocs=44421)
               0.0625 = fieldNorm(doc=1088)
         0.025716268 = weight(abstract_txt:different in 1088) [ClassicSimilarity], result of:
           0.025716268 = score(doc=1088,freq=2.0), product of:
             0.07949934 = queryWeight, product of:
               1.4772314 = boost
               3.6597328 = idf(docFreq=3107, maxDocs=44421)
               0.014705019 = queryNorm
             0.32347775 = fieldWeight in 1088, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.6597328 = idf(docFreq=3107, maxDocs=44421)
               0.0625 = fieldNorm(doc=1088)
         0.012143826 = weight(abstract_txt:that in 1088) [ClassicSimilarity], result of:
           0.012143826 = score(doc=1088,freq=2.0), product of:
             0.058095336 = queryWeight, product of:
               1.6705383 = boost
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.014705019 = queryNorm
             0.20903271 = fieldWeight in 1088, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.0625 = fieldNorm(doc=1088)
         0.03229239 = weight(abstract_txt:role in 1088) [ClassicSimilarity], result of:
           0.03229239 = score(doc=1088,freq=1.0), product of:
             0.11658294 = queryWeight, product of:
               1.7888926 = boost
               4.431851 = idf(docFreq=1435, maxDocs=44421)
               0.014705019 = queryNorm
             0.27699068 = fieldWeight in 1088, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.431851 = idf(docFreq=1435, maxDocs=44421)
               0.0625 = fieldNorm(doc=1088)
         0.073313154 = weight(abstract_txt:models in 1088) [ClassicSimilarity], result of:
           0.073313154 = score(doc=1088,freq=4.0), product of:
             0.12686335 = queryWeight, product of:
               1.8660998 = boost
               4.623126 = idf(docFreq=1185, maxDocs=44421)
               0.014705019 = queryNorm
             0.57789075 = fieldWeight in 1088, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.623126 = idf(docFreq=1185, maxDocs=44421)
               0.0625 = fieldNorm(doc=1088)
         0.1486378 = weight(abstract_txt:processing in 1088) [ClassicSimilarity], result of:
           0.1486378 = score(doc=1088,freq=5.0), product of:
             0.21595412 = queryWeight, product of:
               2.9819005 = boost
               4.9249606 = idf(docFreq=876, maxDocs=44421)
               0.014705019 = queryNorm
             0.68828416 = fieldWeight in 1088, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               4.9249606 = idf(docFreq=876, maxDocs=44421)
               0.0625 = fieldNorm(doc=1088)
         0.1014061 = weight(abstract_txt:roles in 1088) [ClassicSimilarity], result of:
           0.1014061 = score(doc=1088,freq=1.0), product of:
             0.269307 = queryWeight, product of:
               3.039804 = boost
               6.024714 = idf(docFreq=291, maxDocs=44421)
               0.014705019 = queryNorm
             0.37654462 = fieldWeight in 1088, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.024714 = idf(docFreq=291, maxDocs=44421)
               0.0625 = fieldNorm(doc=1088)
         0.24800839 = weight(abstract_txt:semantic in 1088) [ClassicSimilarity], result of:
           0.24800839 = score(doc=1088,freq=11.0), product of:
             0.2673883 = queryWeight, product of:
               4.0637712 = boost
               4.4745317 = idf(docFreq=1375, maxDocs=44421)
               0.014705019 = queryNorm
             0.9275214 = fieldWeight in 1088, product of:
               3.3166249 = tf(freq=11.0), with freq of:
                 11.0 = termFreq=11.0
               4.4745317 = idf(docFreq=1375, maxDocs=44421)
               0.0625 = fieldNorm(doc=1088)
       0.32 = coord(8/25)
   

4. Wunderlich, D.: Argument hierarchy and other factors determining argument realization (2006) 0.21

   0.20518136 = sum of:
     0.20518136 = product of:
       0.6411918 = sum of:
         0.020192454 = weight(abstract_txt:type in 658) [ClassicSimilarity], result of:
           0.020192454 = score(doc=658,freq=1.0), product of:
             0.073962614 = queryWeight, product of:
               1.0075299 = boost
               4.992163 = idf(docFreq=819, maxDocs=44421)
               0.014705019 = queryNorm
             0.2730089 = fieldWeight in 658, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.992163 = idf(docFreq=819, maxDocs=44421)
               0.0546875 = fieldNorm(doc=658)
         0.007513609 = weight(abstract_txt:that in 658) [ClassicSimilarity], result of:
           0.007513609 = score(doc=658,freq=1.0), product of:
             0.058095336 = queryWeight, product of:
               1.6705383 = boost
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.014705019 = queryNorm
             0.1293324 = fieldWeight in 658, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.0546875 = fieldNorm(doc=658)
         0.028255839 = weight(abstract_txt:role in 658) [ClassicSimilarity], result of:
           0.028255839 = score(doc=658,freq=1.0), product of:
             0.11658294 = queryWeight, product of:
               1.7888926 = boost
               4.431851 = idf(docFreq=1435, maxDocs=44421)
               0.014705019 = queryNorm
             0.24236685 = fieldWeight in 658, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.431851 = idf(docFreq=1435, maxDocs=44421)
               0.0546875 = fieldNorm(doc=658)
         0.070662774 = weight(abstract_txt:language in 658) [ClassicSimilarity], result of:
           0.070662774 = score(doc=658,freq=4.0), product of:
             0.1548937 = queryWeight, product of:
               2.5253947 = boost
               4.1709876 = idf(docFreq=1863, maxDocs=44421)
               0.014705019 = queryNorm
             0.45620176 = fieldWeight in 658, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.1709876 = idf(docFreq=1863, maxDocs=44421)
               0.0546875 = fieldNorm(doc=658)
         0.088730335 = weight(abstract_txt:roles in 658) [ClassicSimilarity], result of:
           0.088730335 = score(doc=658,freq=1.0), product of:
             0.269307 = queryWeight, product of:
               3.039804 = boost
               6.024714 = idf(docFreq=291, maxDocs=44421)
               0.014705019 = queryNorm
             0.32947654 = fieldWeight in 658, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.024714 = idf(docFreq=291, maxDocs=44421)
               0.0546875 = fieldNorm(doc=658)
         0.1516783 = weight(abstract_txt:theories in 658) [ClassicSimilarity], result of:
           0.1516783 = score(doc=658,freq=3.0), product of:
             0.2836842 = queryWeight, product of:
               3.4176688 = boost
               5.6446834 = idf(docFreq=426, maxDocs=44421)
               0.014705019 = queryNorm
             0.53467304 = fieldWeight in 658, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.6446834 = idf(docFreq=426, maxDocs=44421)
               0.0546875 = fieldNorm(doc=658)
         0.2087283 = weight(abstract_txt:grammatical in 658) [ClassicSimilarity], result of:
           0.2087283 = score(doc=658,freq=1.0), product of:
             0.4763437 = queryWeight, product of:
               4.0427976 = boost
               8.0125885 = idf(docFreq=39, maxDocs=44421)
               0.014705019 = queryNorm
             0.43818843 = fieldWeight in 658, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.0125885 = idf(docFreq=39, maxDocs=44421)
               0.0546875 = fieldNorm(doc=658)
         0.06543017 = weight(abstract_txt:semantic in 658) [ClassicSimilarity], result of:
           0.06543017 = score(doc=658,freq=1.0), product of:
             0.2673883 = queryWeight, product of:
               4.0637712 = boost
               4.4745317 = idf(docFreq=1375, maxDocs=44421)
               0.014705019 = queryNorm
             0.24470095 = fieldWeight in 658, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.4745317 = idf(docFreq=1375, maxDocs=44421)
               0.0546875 = fieldNorm(doc=658)
       0.32 = coord(8/25)
   

5. Teich, E.; Degaetano-Ortlieb, S.; Fankhauser, P.; Kermes, H.; Lapshinova-Koltunski, E.: ¬The linguistic construal of disciplinarity : a data-mining approach using register features (2016) 0.20

   0.20174083 = sum of:
     0.20174083 = product of:
       0.720503 = sum of:
         0.059356157 = weight(abstract_txt:computational in 4015) [ClassicSimilarity], result of:
           0.059356157 = score(doc=4015,freq=1.0), product of:
             0.11965442 = queryWeight, product of:
               1.2814927 = boost
               6.3496094 = idf(docFreq=210, maxDocs=44421)
               0.014705019 = queryNorm
             0.49606323 = fieldWeight in 4015, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.3496094 = idf(docFreq=210, maxDocs=44421)
               0.078125 = fieldNorm(doc=4015)
         0.03232632 = weight(abstract_txt:theory in 4015) [ClassicSimilarity], result of:
           0.03232632 = score(doc=4015,freq=1.0), product of:
             0.09134528 = queryWeight, product of:
               1.3713253 = boost
               4.529811 = idf(docFreq=1301, maxDocs=44421)
               0.014705019 = queryNorm
             0.3538915 = fieldWeight in 4015, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.529811 = idf(docFreq=1301, maxDocs=44421)
               0.078125 = fieldNorm(doc=4015)
         0.015179783 = weight(abstract_txt:that in 4015) [ClassicSimilarity], result of:
           0.015179783 = score(doc=4015,freq=2.0), product of:
             0.058095336 = queryWeight, product of:
               1.6705383 = boost
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.014705019 = queryNorm
             0.2612909 = fieldWeight in 4015, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.3649352 = idf(docFreq=11344, maxDocs=44421)
               0.078125 = fieldNorm(doc=4015)
         0.07138018 = weight(abstract_txt:language in 4015) [ClassicSimilarity], result of:
           0.07138018 = score(doc=4015,freq=2.0), product of:
             0.1548937 = queryWeight, product of:
               2.5253947 = boost
               4.1709876 = idf(docFreq=1863, maxDocs=44421)
               0.014705019 = queryNorm
             0.46083337 = fieldWeight in 4015, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.1709876 = idf(docFreq=1863, maxDocs=44421)
               0.078125 = fieldNorm(doc=4015)
         0.16098621 = weight(abstract_txt:linguistic in 4015) [ClassicSimilarity], result of:
           0.16098621 = score(doc=4015,freq=2.0), product of:
             0.25067675 = queryWeight, product of:
               2.9327755 = boost
               5.8125896 = idf(docFreq=360, maxDocs=44421)
               0.014705019 = queryNorm
             0.64220643 = fieldWeight in 4015, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.8125896 = idf(docFreq=360, maxDocs=44421)
               0.078125 = fieldNorm(doc=4015)
         0.08309106 = weight(abstract_txt:processing in 4015) [ClassicSimilarity], result of:
           0.08309106 = score(doc=4015,freq=1.0), product of:
             0.21595412 = queryWeight, product of:
               2.9819005 = boost
               4.9249606 = idf(docFreq=876, maxDocs=44421)
               0.014705019 = queryNorm
             0.38476256 = fieldWeight in 4015, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.9249606 = idf(docFreq=876, maxDocs=44421)
               0.078125 = fieldNorm(doc=4015)
         0.2981833 = weight(abstract_txt:grammatical in 4015) [ClassicSimilarity], result of:
           0.2981833 = score(doc=4015,freq=1.0), product of:
             0.4763437 = queryWeight, product of:
               4.0427976 = boost
               8.0125885 = idf(docFreq=39, maxDocs=44421)
               0.014705019 = queryNorm
             0.6259835 = fieldWeight in 4015, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.0125885 = idf(docFreq=39, maxDocs=44421)
               0.078125 = fieldNorm(doc=4015)
       0.28 = coord(7/25)