Word Fragment Research Articles

Relations between emotion, illusory word perception, and orthographic repetition blindness: Tests of binding theory

This study reports effects of meaning and emotion (taboo vs. neutral words) on an illusory word (IW) phenomenon linked to orthographic repetition blindness (RB). Participants immediately recalled rapid serial visual presentation (RSVP) lists consisting of two critical words (C1 and C2) containing shared letters, followed by a word fragment: for example, lake (C1) brake (C2) ush (fragment). For neutral critical words, participants often recalled C1, but not C2 or the fragment, reporting instead a nonoccurring or illusory word: here, brush (a blend of C2 and the fragment). Forward RB (defined as reduced report of orthographically similar C2s) was more common for neutral than for taboo C2s, and taboo IWs were reported significantly more often than were neutral IWs. Moreover, when both C2 and the potential IW were taboo, a new phenomenon emerged: Participants reliably reported both the IW and the intact C2. These and other results supported a binding theory of the IW phenomenon and orthographic RB.

Memory encoding and retrieval on the ascending and descending limbs of the blood alcohol concentration curve

Little is known about acute effects of alcohol on memory encoding and retrieval on different limbs (ascending and descending) of the blood alcohol concentration (BAC) curve. This extensive experiment was designed to examine alcohol's effects on memory encoding and retrieval throughout a protracted drinking episode. In a 9-h session, male participants consumed either alcohol (1 ml/kg) or placebo (n = 32/32) over a period of 90 min and learned various materials in different memory tasks before, during, and after consuming the drinks, while their BAC levels were monitored. A week later, in a similar session, they were tested on learned materials before, during, and after drinking. Mood was assessed throughout both sessions. Alcohol impaired recall of words more than recognition, and cued recall most severely. Perceptual priming and picture recognition were not affected by alcohol. Alcohol impaired encoding in cued recall, recognition of completed word fragments, and free recall regardless of limb, but impaired retrieval in word recognition only during the ascending BAC. Alcohol increased negative mood on the descending limb during the first session, and on the ascending limb during the second session. Under naturalistic drinking conditions, alcohol's effects on memory depend on task, memory process, and limb of the BAC curve. The differential effects of alcohol on retrieval during the ascending and descending limbs demonstrate the importance of examining the differential effects on the two limbs.

Unlimited vocabulary speech recognition with morph language models applied to Finnish

In the speech recognition of highly inflecting or compounding languages, the traditional word-based language modeling is problematic. As the number of distinct word forms can grow very large, it becomes difficult to train language models that are both effective and cover the words of the language well. In the literature, several methods have been proposed for basing the language modeling on sub-word units instead of whole words. However, to our knowledge, considerable improvements in speech recognition performance have not been reported. In this article, we present a language-independent algorithm for discovering word fragments in an unsupervised manner from text. The algorithm uses the Minimum Description Length principle to find an inventory of word fragments that is compact but models the training text effectively. Language modeling and speech recognition experiments show that n-gram models built over these fragments perform better than n-gram models based on words. In two Finnish recognition tasks, relative error rate reductions between 12% and 31% are obtained. In addition, our experiments suggest that word fragments obtained using grammatical rules do not outperform the fragments discovered from text. We also present our recognition system and discuss how utilizing fragments instead of words affects the decoding process.

The word shape hypothesis re‐examined: evidence for an external feature advantage in visual word recognition

This study investigates the relative roles of internal and external letter features in word recognition. In Experiment 1 the efficacy of outer word fragments (words with all their horizontal internal features removed) was compared with inner word fragments (words with their outer features removed) as primes in a forward masking paradigm. These forward masked primes were followed by a word to be read aloud. Outer word primes presented for longer durations produced significantly faster naming responses than inner primes. Outer parts of words appear to provide more relevant information for lexical access at an earlier stage than inner fragments. In Experiment 2 words with only external features were named correctly on 96% of occasions compared with 52% of words with only their inner features presented. This indicates much greater information content in the periphery of a word (despite having a reduced area of print available: 45% compared to 55%). Multiple regression analyses controlling for ‘guessability’ (from data in Experiment 2) still produced significantly faster reaction times in the outer relative to the inner priming condition for longer prime durations. These experiments demonstrate that first, the most informative letter features are concentrated in the peripheral region of words; and second, even controlling for this effect, readers appear to have a bias towards analysing outer features of a word before inner features.

The neural code for written words: a proposal

How is reading, a cultural invention, coded by neural populations in the human brain? The neural code for written words must be abstract, because we can recognize words regardless of their location, font and size. Yet it must also be exquisitely sensitive to letter identity and letter order. Most existing coding schemes are insufficiently invariant or incompatible with the constraints of the visual system. We propose a tentative neuronal model according to which part of the occipito-temporal 'what' pathway is tuned to writing and forms a hierarchy of local combination detectors sensitive to increasingly larger fragments of words. Our proposal can explain why the detection of 'open bigrams' (ordered pairs of letters) constitutes an important stage in visual word recognition.

A mixed-handed advantage in episodic memory: A possible role of interhemispheric interaction

Recent behavioral and brain imaging data indicate that performance on explicit tests of episodic memory is associated with interaction between the left and right cerebral hemispheres, in contrast with the unihemispheric basis for implicit tests of memory. In the present work, individual differences in strength of personal handedness were used as markers for differences in hemispheric communication, with mixed-handers inferred to have increased interhemispheric interaction relative to strong right-handers. In Experiment 1, memory for words was assessed via recall or word fragment completion. In Experiment 2, memory for real-world events was assessed via recall. Results supported the hypothesis, in that mixed-handers displayed better episodic memory in comparison with strong right-handers.

ROCs in recognition with and without identification

Receiver operating characteristics (ROCs) for the recognition of unidentified word fragments were analysed and compared with ROCs for the recognition of identified word fragments. In all conditions reported here, the z-transformed ROCs (z-ROCs) for recognition without identification were linear, with slopes near 1.0. In contrast, the z-ROCs for recognition with identification each had both a linear and a quadratic component, and a slope of substantially less than 1.0. Because the recognition of unidentified word fragments likely results from a familiarity process, the present study examined how well the effect can be explained by global matching variants of signal detection theory. Global matching models predict that memory should be better for strong items from a mixed list than for strong items from a pure list, and should be worse for weak items from a mixed list than for weak items from a pure list; however, only the latter pattern was shown for the recognition of unidentified items.

BRIEF REPORTSelf‐reference, ambiguity, and dysphoria

The present study examined two aspects of a dysphoric attentional bias: (1) the role of the emotional tone of the stimuli; and (2) the role of self‐referential processing. A total of 40 nondepressed participants were divided into groups of high and low dysphoria and then primed using a series of formal and self‐referent tasks. Word fragments were presented, using a computer. Each word fragment could be completed with either of two solutions: (i) a word primed through a formal learning process: or (ii) a word primed through a self‐referential process. Results indicated that dysphoric participants; (1) showed a bias towards negative information in general; and (2) showed a bias towards using self‐referent words to complete ambiguous word fragments, independent of the emotional tone of the stimuli. The implications of these findings for both the dysphoric self‐concept and cognitive therapy are discussed.

Mixed- versus strong right-handedness is associated with biases towards "remember" versus "know" judgements in recognition memory: Role of interhemispheric interaction

Growing evidence supports the hypothesis that episodic versus semantic memories rely primarily on interhemispheric versus intrahemispheric processing, respectively. For example, a recent study found that individuals with presumed greater interhemispheric interaction were superior in episodic recall but inferior at semantic word fragment completion; however, tests of recognition memory yielded no group differences. Interestingly, recognition memory can be based on either explicitly remembering a stimulus or implicitly knowing that a stimulus had been presented. The current experiments administered recognition memory tests to strongly versus mixed handed participants who judged for each recognised item whether their response was based on remembering (episodic memory) or knowing (semantic memory) (Tulving, 1983). Results indicate that strong versus mixed handers are biased towards basing recognition responses on judgements of knowing versus remembering, respectively. As strong versus mixed handedness is associated with greater versus lesser interhemispheric processing, the results support the original hypothesis.

The University of South Florida free association, rhyme, and word fragment norms

Preexisting word knowledge is accessed in many cognitive tasks, and this article offers a means for indexing this knowledge so that it can be manipulated or controlled. We offer free association data for 72,000 word pairs, along with over a million entries of related data, such as forward and backward strength, number of competing associates, and printed frequency. A separate file contains the 5,019 normed words, their statistics, and thousands of independently normed rhyme, stem, and fragment cues. Other files provide n x n associative networks for more than 4,000 words and a list of idiosyncratic responses for each normed word. The database will be useful for investigators interested in cuing, priming, recognition, network theory, linguistics, and implicit testing applications. They also will be useful for evaluating the predictive value of free association probabilities as compared with other measures, such as similarity ratings and co-occurrence norms. Of several procedures for measuring preexisting strength between two words, the best remains to be determined. The norms may be downloaded from www.psychonomic.org/archive/.

Normative data on the familiarity and difficulty of 196 Spanish word fragments

In this article, normative data on the familiarity and difficulty of 196 single-solution Spanish word fragments are presented. The database includes the following indices: difficulty, familiarity, frequency, number of meanings, number of letters given in the fragment, first and/or last letters given, and ratio of letters to blanks. A factor analysis was performed on difficulty, and two factors were obtained. Frequency, familiarity, and number of meanings loaded highly on the first factor, which we consider to measure lexical processes, whereas number of letters in the fragment, first and/or last letters given, and ratio of letters to blanks loaded highly on the second factor, which we judge to be determined by perceptual information. Regression analyses using factor scores as predictors showed that both factors accounted for a significant part of the completion probability scores. The full set of these norms may be downloaded from the Psychonomic Society Web archive at www.psychonomic.org/archive/.

Pitch modulates lexical identification in spoken word recognition: ERP and behavioral evidence

Event-related potentials (ERPs) were recorded in cross-modal word fragment priming (CMWP) to address the function of pitch for the identification of spoken words. In CMWP fragments of spoken words (e.g., re taken from Regal [Engl. shelves]) are immediately followed by visual targets. Together with reduced reaction times (RTs), an ERP deflection named P350 has been found to be reduced for targets, which match the primes (e.g., in the prime–target pair re– REGAL) as compared to unrelated targets (e.g., re– WIRBEL [Engl. burble]). The P350 has been related to facilitated lexical identification [Friedrich, Kotz, Friederici and Gunter (in press), ERPs reflect lexical identification in word fragment priming, JOCN]. In the present study, we presented syllable primes with different pitch contours. One version of each prime bore a stressed pitch contour (e.g., re_1), the other an unstressed pitch contour (e.g., re_2). Primes were combined with targets being either stressed on the first syllable (e.g., REgel [Engl. rule]) or on the second syllable (e.g., reGAL [Engl. shelves]). We found a reduced amplitude of the P350 and slightly faster reactions for targets with a stress pattern that matched the pitch of the primes (e.g., re_1– REgel) as compared to targets with a stress pattern that did not match the pitch of the primes (e.g., re_1– reGAL). The present study replicates the P350 effect with different material, and indicates that pitch is used for lexical identification in spoken word recognition.

ERPs Reflect Lexical Identification in Word Fragment Priming

Behavioral evidence suggests that spoken word recognition involves the temporary activation of multiple entries in a listener's mental lexicon. This phenomenon can be demonstrated in cross-modal word fragment priming (CMWP). In CMWP, an auditory word fragment (prime) is immediately followed by a visual word or pseudoword (target). Experiment 1 investigated ERPs for targets presented in this paradigm. Half of the targets were congruent with the prime (e.g., in the prime-target pair: AM-AMBOSS [anvil]), half were not (e.g., AM-PENSUM [pensum]). Lexical entries of the congruent targets should receive activation from the prime. Thus, lexical identification of these targets should be facilitated. An ERP effect named P350, two frontal negative ERP deflections, and the N400 were sensitive to prime-target congruency. In Experiment 2, the relation of the formerly observed ERP effects to processes in a modality-independent mental lexicon was investigated by presenting primes visually. Only the P350 effect could be replicated across different fragment lengths. Therefore, the P350 is discussed as a correlate of lexical identification in a modality-independent mental lexicon.

The importance of text searches in digital forensics

Forensic investigations focus on searches of files or portions of files. These portions may come from active or deleted files, slack space, or non-allocated space. Things may be even more complicated with distributed file systems or large hard disks, which can create further and often unjustifiable demands on processing power. Some forensic analysts enhance the effectiveness of their work by using extremely complex and powerful tools such as GREP (Global Regular Expression Print). This tool was developed in the early 1970s to search for words or word fragments anywhere on the disk. The GREP expressions are so effective that even automated tools such as Encase and FTK make broad use of them, although their power depends strongly on the technical expertise of the user.

Perceptual specificity of priming for compound words not presented.

Two experiments extended prior work on the perceptual specificity of priming to compound words not presented during a study phase. In both experiments, perceptual manipulations were employed, and priming was obtained on a word fragment completion test (e.g., c_ec_po_nt) where the lexical elements of the compounds (check and point) were presented in different study words. In Experiment 1, priming was highest when identical fragments for the lexical components were presented during the study phase (c_ec_list, needlepo_nt) and test phase (c_ec po_nt). In Experiment 2, visual study presentations, but not auditory study presentations, led to significant priming. The findings are consistent with predictions from transfer-appropriate processing and demonstrate perceptual, not lexical (post-perceptual), priming.

The Victorian Poetry Party

THE PARTY WAS SIGNALED BY A HUGE BANNER IN THE FOYER, WHITHER Victorian Poetry?, and by that unmistakable roar of excited conversation--loud, confident, sophisticated, clever. Such a party roar is intimidating to the latecomer. had a moment of apprehension. What exactly was doing here? True, I, with a group of colleagues, was meant to draw some conclusions from these conversations. But that did not make me a participant. Was a kind of oedipal eavesdropper? (Fretfully realized that a person might be both a latecomer and a precursor figure, the worst of both worlds.) However, pulled myself together and decided to listen for a while, and then to circulate among those clusters of eager talkers and ask them a few questions. (1) When entered a wonderful sight met my eyes. Everyone was talking. There was dancing, and some people had come in fancy dress. Multi-Dimensional Hypertext Line Dance was under way, where people created ever-changing pathways within the group with their bodies. Quite near and sometimes overlapping with it was the Intertextual Network Reel. principle of this dance was that unless you touched at least two people simultaneously wherever you moved you were forced to drop out. Someone dressed as a satin-lined coffin containing the corpse of the Lyric I bumped into me. A beautiful screen-printed costume, covered in upraised pairs of hands signalling inverted commas with each of two fingers, presented itself as Citation. A [pounds sterling]&$ sign floated past, The Market. Just then some stately Neoformalists began an orderly patterned figure. Adjusting to the noise began to distinguish fragments of words, then groups of words, then whole sentences. prefix re- was frequent--reshaping, revising, reiterating, renewing, reinvigorating, revisiting, recovering, recuperating, redefining, reframing. This, given the remit of the question, Whither Victorian Poetry? was inevitable but interesting. future starts with the past, with the doubling and folding back of re-tracing, where erasing becomes a tracing. (Helen Groth was heard quoting Benjamin's subtle remark that the future subsists by looking back.) Every new generation has to remake the terms of its criticism. And new, of course, featured strongly. New taxonomies, new methodologies, new genealogies, new relationships, new aesthetics, new formalism: all these news asked for a fundamental act of restructuring. A series of recurrent words sounded insistently: challenge, expand, intertextual, interdisciplinary, cross-disciplinary, performative, citation, mimicry, parodic, author function, genre, inter-generic, trans-generic, sub-genres, gender, homoerotic, cultural studies, ideology, marginalized, the market, online database, hypertext, computer technology, networks, the canon, institutionalized. So many of these key words suggest spatial disposition across a surface. persistent cognitive paradigm is that of the trans, the crossing. A sentence emerges from the noise, We postmodern Victorianists (Andrew Stauffer). Yes, that's it. Another proclaims a liberating postmodern openness that was delighted by: have ... taken dismay at an apprehension of banality ... as an invitation to read more carefully, not to stop (Lee O'Brien). consequence of all this is a willingness to read way beyond disciplinary boundaries. How much all these people know. research breadth is awesome, the documentation frequently breathtaking. As circled round the groups was constantly scribbling references at the back of my filofax. learned an unexpected consequence of this paradoxical combination of openness and professionalism. All these scholars are street-wise about the institutionalization of the subject, the constructedness of the field, and the vagaries of cultural capital. They have read their Bourdieu and John Guillory--and most have experienced the American tenure system. This makes them wary, wary of the successive theory waves that have passed over the subject feminism, deconstruction, new historicism, cultural materialism, cultural studies. …

Automated linking of free-text complaints to reason-for-visit categories and International Classification of Diseases diagnoses in emergency department patient record databases

Study objective The use of the International Classification of Diseases system to describe emergency department (ED) case mix has disadvantages. We therefore developed computer algorithms that recognize a combination of words, word fragments, and word patterns to link free-text complaint fields to 20 reason-for-visit categories. We examine the feasibility and reliability of applying these reason-for-visit categories to ED patient-visit databases. Methods We analyzed a database (containing complaints and International Classification of Diseases diagnoses for 1 year's visits to a single ED) using a 3-step process (create initial terms, maximize sensitivity, maximize specificity) to define inclusion and exclusion terms for 20 reason-for-visit categories. To assess the reliability of the reason-for-visit assignment algorithm, we repeated the final 2 steps on a second database, composed of visits sampled from 21 EDs. For each database, we determined the prevalence of complaints that link to each reason-for-visit category and the distributions of International Classification of Diseases, Ninth Revision diagnoses that resulted for all patients and patients stratified by age. Results The 20 reason-for-visit categories capture 77% of all patients in database 1 (mean age 33.5 years) and 67% of all patients in database 2 (mean age 38.9 years). The percentage of visits captured by the 20 reason-for-visit categories, by age range, for databases 1 and 2 are (respectively) 0 to 2 years (84% and 76%), 3 to 10 years (82% and 74%), 11 to 65 years (76% and 68%), and 66 years or older (69% and 60%). The proportions of all complaints that link to each reason-for-visit category are largely similar between databases. Every complaint field that is linked to each reason-for-visit category includes at least 1 term that relates it to the category title, and the most frequently assigned diagnoses in each reason-for-visit category are those that one would expect to be associated with the reason-for-visit category complaints. Conclusion The method by which free-text complaint fields are parsed into reason-for-visit categories is feasible and reasonably reliable; the finalized database 1 reason-for-visit category inclusion/exclusion terms lists required only modest changes to work well in database 2. The reason-for-visit categories used here are broadly defined to maximize the proportion of visits that they capture; more narrowly defined reason-for-visit categories will require more extensive revision of their inclusion/exclusion terms lists when used in different databases. A prospective, reason-for-visit–based ED classification system could have several useful applications (including syndromic surveillance), although content validity analysis will be necessary to investigate this hypothesis.

Asymmetric Interference Effects in Fragment Completion: The Consequences of Recognition Failures and Successes

We examined the extent to which implicit and explicit memory performance is susceptible to the effects of proactive and retroactive interference produced by orthographic similarity. Participants studied target and nontarget words that were orthographically similar or dissimilar. At test, they were given fragments of the target words intermixed with fragments of nonstudied words. Participants' initial task was to determine whether each fragment was a studied word. If they recognized it, they were to complete the fragment with the studied word; if not, they were to complete the fragment with the first word that came to mind. Completion rates including both recognized and nonrecognized target fragments provided evidence of proactive but not retroactive interference. The implicit processing engaged by the nonrecognized target fragments was found to be the primary source of the proactive interference effect.

Priming illusory words: an ERP approach

Repetition blindness (RB) was used to investigate whether illusory words emerge at a lexical-perceptual or a semantic-reconstructional level. Illusory words were evoked by the rapid serial visual presentation (RSVP) of two real words and a word fragment. The initial words share the same string of letters (“CREEP”–“SHEEP”), producing a free-floating word fragment (“SH”). This fragment is likely to be linked to a subsequently presented fragment (“IFT”) if both combine to a meaningful word (“SHIFT”). The processing level of the illusions was probed by prime words preceding the RSVP sequence which were semantically related or unrelated to the second real word or to the illusion. Behavioural and electrophysiological correlates of the semantic priming effect were recorded in 14 subjects. Real words related to the prime were perceived more frequently, and evoked widespread N400-like effect in the event-related brain potentials (ERPs). An ERP effect of the same polarity was obtained for illusory words, however, its latency was delayed and the topographical distribution was restricted to left posterior electrode positions. These differences suggest that priming might affect real and illusory words at different levels of word processing: access to real words is facilitated at a semantic level, whereas lexical activation apparently accompanies the generation of illusory words.

Mood and the generation effect

Three experiments address the assumptions, derived from a dual-force model, that positive mood supports assimilative (knowledge-driven) processes whereas negative mood supports accommodative (stimulus-driven) functions, and that mood-selective recall (mood congruency) is mainly a matter of assimilation. The generation-effect paradigm was borrowed from memory research to test these assumptions. In Experiment 1, the theoretical variable, degree of assimilation, was operationalised by the ease with which stimulus meaning could be generated from word fragments. In Experiment 2, self-generated stimuli (assimilation) were compared to experimenter-provided stimuli (accommodation). As predicted, positive mood supported assimilation which in turn enhanced mood-congruent recall. In Experiment 3, retrieval mood rather than encoding mood was manipulated. In this situation, positive mood facilitated the recall of all self-generated information, whether congruent or not. The empirical results are generally consistent with the predictions derived from the dual-force framework.