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Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure...

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Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing
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Page 1: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Hagoort, P., Brown, C.M., Groothusen, J. (1993)

The Syntactic Positive Shift (SPS) as an ERP measure of

syntactic processing

Page 2: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Introduction

The data in this study may prove useful

for resolving an ongoing debate in

parsing research about the nature of

processing of the parser: two approaches

Page 3: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Debate: Autonomous approach: computation is

based on syntactic principles. Lexical, semantic and pragmatic information have their influence only after syntactic parse is delivered

SeparateSeparate level for the syntactic structure of a sentence is required.

Page 4: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Debate: Interactive approach: syntactic

information is directly integrated with lexical and semantic/pragmatic information, i.e., non syntactic sources are used either to direct the parser initial analysis or to evaluate immediately the outcome of syntactic analysis on a word-by-word basis.

No separate level of representation is required.

Page 5: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

How to resolve this debate? There is no sufficient empirical evidence Existing chronometric techniques may not

pick on the small effects of the parsing process

Re-analysis can be so fast, that it is difficult to observe

Page 6: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

ERP method - advantages

Empirical evidence from reaction times Sensitivity of ERP’s to the

representational level (qualitatively different cognitive processes show up in different waveforms)

If there are separate processing components producing output at different level of representation there are distinct brain correlates to semantic and syntactic processing

Page 7: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Previous studies dealing with the ERP responses to syntactic

violations Kutas & Hillyard (1983): first study to

investigate ERP responses to syntactic errors

Osterhout & Holcomb (1992): ERP responses to the syntactic violations (verb sub-categorization and phrase structure constraints)

Neville et al. (1991): violations of constraints on the movement of wh-phrases

Page 8: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Summary of the previous research

Syntactic violations do not show N400 effect shown for semantic anomaly

Syntactic violations show P600 family positivities

However, the results are not robust as the studies have not resulted in the global ERP index of parsing syntactic operations

Page 9: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Problems with the previous studies

The number of studies is too limited to draw conclusions regarding the existence and nature of syntactic ERP responses

Studies on parsing have been done on English only

The question is whether specific syntactic violations in English result in similar ERP effect as the same syntactic violation in other languages (i.e., Dutch)

Page 10: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Current study

Its goal is to investigate ERP manifestations of syntactic parsing (electrophysiological response that is qualitatively different from semantic parsing) – Syntactic Positive Shift (SPS)

Although it may not provide the answer, it opens the way for a novel empirical investigation

Syntactic processing is studied based on the following three syntactic violations in Dutch:

Page 11: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Choice of syntactic violation

Should help optimize the likelihood that the subjects detect the violations

All violations can be locally processed by detecting a mismatch between syntactic specifications of immediately adjacent elements or elements separated by a determiner (size of syntactic buffer is kept to a minimum)

All three types are different at the level of the grammar and semantics Will reflect ERP responses to different types of syntactic information

Page 12: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Types of syntactic violations in Dutch

Agreement:

subject-NP and finite verb do not agree in number (*On a rainy day the old man buy a life insurance.)

Page 13: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Types of syntactic violations in Dutch

Subcategorization:

verb that does not take an object NP is followed by a noun which has a role of grammatical object (*The tired young man elapsed the book on the floor.)

Page 14: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Types of syntactic violations in Dutch

Phrase structure:

obligatory word order violation-in Dutch, in NPs consisting of Adj and Adv, the Adv should precede the Adj (*Most of the visitors like the colourful very tulips in Holland.)

Page 15: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

SVO and VSO agreement violation

Violations between verbs and nouns: on either finite verbs or subject nouns within the same sentence (i.e., the subject noun could be singular in combination with plural form of the verb)

Page 16: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Examples: SVO and VSO agreement violation (the CW is

italicized)

Page 17: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Subcategorization violation

Involves obligatory intransitive verbs, which take a noun as a direct object

In Dutch, unlike English, no continuation is possible following the noun in object position

Page 18: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Examples: subcategorization

Page 19: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Phrase structure violation

Consist of nouns preceded by transpositions of adverbs and adjectives

In Dutch, it’s a violation to have an Adj-Adv-Noun sequence

Page 20: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Sample sentences: adjective-adverb-noun sequence

Page 21: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Method Total of 360 sentences – 50% grammatically

correct and 50% contain grammatical violation Each incorrect sentence is derived from the

companion correct sentence such that words preceding and following the word string that makes the sentence ungrammatical are the same as the companion correct sentence

The sentences are matched in number of words

Other than specific violations, the sets of 180 correct and incorrect sentences are closely matched well controlled

Page 22: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Criteria for violations

Immediate (restricted to two adjacent words in a clause, or by a triplet of words)

The Critical Word has a counterpart in its companion correct sentences

The CW is either verb or noun, max length = 9 and min length = 4

At least 3 words preceding the CW and at least two words following the CW

Page 23: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Experiment design

Two experimental lists 180 sentences each(90 correct and 90 incorrect, each made of 30sentences of each violation type) Order: pseudo-randomized for each list (no >

than 3 incorrect or correct sentences occur) The experiment included two parts: Grammaticality Judgment Pretest: to

ascertain that the syntactic violations were perceived by the subjects as such

The ERP experiment

Page 24: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Grammaticality Judgment Pretest: Results

The subjects correctly identified the violations

The majority of responses were either to CW or the word immediately following the CW

Choosing a CW as a point of ungrammaticality in a sentence is a valid method

Page 25: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

The ERP experiment

Subjects: 34 University students, all native speakers of Dutch, mean age=23 years old, range 18-28 years

Procedure: The stimuli were displayed in the same

manner as in a pretest (word by word, each word was presented for 300 ms with an ISI=300 ms, the ITI depended on number of words in a sentence)

Page 26: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

The ERP experiment EEG activity has been recorded using an

Electrocap with seven scalp electrodes, each referred to the left mastoid

Sampling started 150 msec before the presentation of the first word of each sentence

Total sampling epoch = 8550 msec Task: comprehending the whole sentence No other task assigned The subjects were told that there were

incorrect sentences, but no information on violations was provided

Page 27: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Average waveforms were computed by subject for correct and incorrect sentence for each of the violation types

Calculations are done separately for each of the seven electrodes

The baseline for CW and its preceding position was chosen

Each violation analyzed separately

Results

Page 28: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Grand average waveforms by electrode site for the critical word in the correct and incorrect agreement condition (see page 454-455)

Results by violation: Agreement

Page 29: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.
Page 30: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

CWs have widely distributed positive shift(the waveforms for the incorrect CW have a

widely distributed positive shift in comparison to the correct words, which starts at around 500 msec following the onset of the CW and continues throughout the following word )

Analysis on each position (to test if the shift occurs on both grammatical words and CWs):

Positions preceding the CW Penultimate and sentence-final positions the shift is different on those positions (p.

456-457)

Agreement: Data analysis

Page 31: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.
Page 32: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

The waveforms do not show the same positive shift to the CW

However, the waveforms show a sustained positive shift preceding and on the CW

This shift is most prominent at the Fz and right anterior sites, where it is in a position following the CW

Frontal positivity is absent or marginal at the Cp or P lateral sites (p. 459-461)

Subcategorization: Data analysis

Page 33: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.
Page 34: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

The waveforms at the CW are characterized by a positive shift with the broad scalp distribution for the incorrect CW in the latency window of 500-700 msec

The positivity is present from the immediate onset of the CW (p. 463-465)

The negative shift for the incorrect condition is very similar to subcategorization and agreement conditions

Phrase structure: Data analysis

Page 35: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.
Page 36: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

The CW in the incorrect agreement and phrase-structure conditions have a positive shift compared to the correct conditions

Most probably it results from the syntactic violation on the CW

There is no significant positive shift in the subcategorization condition

Summary of the results

Page 37: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

All three violations have a significant negative shift for the incorrect condition on the sentence-final, and penultimate positions

The negativity most probably results from the semantic analysis problems originating in syntactic violations

Summary (continued)

Page 38: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Major result – the widely distributed positivity elicited by two of three syntactic violations: starts at about 500 msec, with a centro-parietal maximum (very similar to the P600 reported by Osterhout and Holcomb)

SPS is different from N400 resulting from semantic violations

Brain seems to process syntactic information differently from semantic one

Discussion

Page 39: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

The SPS is not an ERP response to violations only: in phrase structure violations, it occurs one word BEFORE the syntactic violation (due to the parser’s attempt to entertain the possibility of statistically infrequent but nevertheless grammatical construction “Determiner-Adj-Adv-Adj-Noun”)

This is consistent with other empirical evidence that the parser avoids keeping all the possibilities open until the disambiguating information is received

Discussion (continued)

Page 40: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

The parser operates on the basis of the principle of computational economy or on the basis of the frequency of alternative syntactic constructions

The SPS occurs in the absence of other tasks the “surprise” account of the observed positivity is less likely

Both open- and closed- class of words trigger SPS the possibility that SPS is related to a word class is ruled out

Discussion (continued)

Page 41: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

The subcategorization violation results which differ from two other violation types are not only syntactic, but also semantic by necessity (verb meaning and its syntactic aspect are closely intertwined) it is possible that “semantic” negativity and “syntactic” positivity occurred on the same word

However, it may also be a methodological fallacy: it should be also tested on the closed class of words or using “syntactic prose”

Discussion: problems encountered

Page 42: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

It is hardly possible to avoid the constellation of semantic and syntactic violation

The obtained results do allow for strong claims regarding temporal relation between parsing operations and semantic integration processes

It is unclear if SPS is time-locked to the initial structural assignment or to the processor’s rejection of this first assignment

Discussion: problems encountered (continued)

Page 43: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Although the results do not allow for conclusions that can resolve this debate, they show that there is some intermediate level of syntactic representation, which is computed, or a process of syntactic re-analysis initiated upon encountering a structural violation. At the level of language processing there is a relation between syntactic processing and “syntactic” positivity in the ERP waveform.

Autonomous or interactive parsing?

Page 44: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

Positive shift is a manifestation of a functionally distinct process in computation of syntactic structures

A new label is assigned to this ERP response: SPS

The obtained positivity can be related to the domain of syntactic parsing

It is a common brain response to very different types of syntactic violations

Autonomous or interactive parsing?

Page 45: Hagoort, P., Brown, C.M., Groothusen, J. (1993) The Syntactic Positive Shift (SPS) as an ERP measure of syntactic processing.

The end


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