Recognizing and tagging temporal expressions in Spanish

This paper shows a system about the recognition of temporal expressions in Spanish and the resolution of their temporal reference. For the identification and recognition of temporal expressions we have based on a temporal expression grammar and for the resolution on an inference engine, where we have the information necessary to do the date operation based on the recognized expressions. For further information treatment, the output is proposed by means of XML tags in order to add standard information of the resolution obtained. Different kinds of annotation of temporal expressions are explained in another articles [WILSON2001][KATZ2001]. In the evaluation of our proposal we have obtained successful results.

Grammar specification for the recognition of temporal expressions

This paper tells about the recognition of temporal expressions and the resolution of their temporal reference. A proposal of the units we have used to face up this tasks over a restricted domain is shown. We work with newspapers' articles in Spanish, that is why every reference we use is in Spanish. For the identification and recognition of temporal expressions we base on a temporal expression grammar and for the resolution on a dictionary, where we have the information necessary to do the date operation based on the recognized expressions. In the evaluation of our proposal we have obtained successful results for the examples studied.

Applying semantic knowledge to the automatic processing of temporal expressions and events in natural language

This paper addresses the problem of the automatic recognition and classification of temporal expressions and events in human language. Efficacy in these tasks is crucial if the broader task of temporal information processing is to be successfully performed. We analyze whether the application of semantic knowledge to these tasks improves the performance of current approaches. We therefore present and evaluate a data-driven approach as part of a system: TIPSem. Our approach uses lexical semantics and semantic roles as additional information to extend classical approaches which are principally based on morphosyntax. The results obtained for English show that semantic knowledge aids in temporal expression and event recognition, achieving an error reduction of 59% and 21%, while in classification the contribution is limited. From the analysis of the results it may be concluded that the application of semantic knowledge leads to more general models and aids in the recognition of temporal entities that are ambiguous at shallower language analysis levels. We also discovered that lexical semantics and semantic roles have complementary advantages, and that it is useful to combine them. Finally, we carried out the same analysis for Spanish. The results obtained show comparable advantages. This supports the hypothesis that applying the proposed semantic knowledge may be useful for different languages.

A relação adverbial temporal na lusofonia sob a perspectiva da gramática discursivo-funcional

Pós-graduação em Estudos Linguísticos - IBILCE

Evaluating knowledge-based approaches to the multilingual extension of a temporal expression normalizer

The extension to new languages is a well known bottleneck for rule-based systems. Considerable human effort, which typically consists in re-writing from scratch huge amounts of rules, is in fact required to transfer the knowledge available to the system from one language to a new one. Provided sufficient annotated data, machine learning algorithms allow to minimize the costs of such knowledge transfer but, up to date, proved to be ineffective for some specific tasks. Among these, the recognition and normalization of temporal expressions still remains out of their reach. Focusing on this task, and still adhering to the rule-based framework, this paper presents a bunch of experiments on the automatic porting to Italian of a system originally developed for Spanish. Different automatic rule translation strategies are evaluated and discussed, providing a comprehensive overview of the challenge.

Multilingual extension of a temporal expression normalizer using annotated corpora

This paper presents the automatic extension to other languages of TERSEO, a knowledge-based system for the recognition and normalization of temporal expressions originally developed for Spanish. TERSEO was first extended to English through the automatic translation of the temporal expressions. Then, an improved porting process was applied to Italian, where the automatic translation of the temporal expressions from English and from Spanish was combined with the extraction of new expressions from an Italian annotated corpus. Experimental results demonstrate how, while still adhering to the rule-based paradigm, the development of automatic rule translation procedures allowed us to minimize the effort required for porting to new languages. Relying on such procedures, and without any manual effort or previous knowledge of the target language, TERSEO recognizes and normalizes temporal expressions in Italian with good results (72% precision and 83% recall for recognition).

Inference of gene regulatory networks from time series by Tsallis entropy

Background: The inference of gene regulatory networks (GRNs) from large-scale expression profiles is one of the most challenging problems of Systems Biology nowadays. Many techniques and models have been proposed for this task. However, it is not generally possible to recover the original topology with great accuracy, mainly due to the short time series data in face of the high complexity of the networks and the intrinsic noise of the expression measurements. In order to improve the accuracy of GRNs inference methods based on entropy (mutual information), a new criterion function is here proposed. Results: In this paper we introduce the use of generalized entropy proposed by Tsallis, for the inference of GRNs from time series expression profiles. The inference process is based on a feature selection approach and the conditional entropy is applied as criterion function. In order to assess the proposed methodology, the algorithm is applied to recover the network topology from temporal expressions generated by an artificial gene network (AGN) model as well as from the DREAM challenge. The adopted AGN is based on theoretical models of complex networks and its gene transference function is obtained from random drawing on the set of possible Boolean functions, thus creating its dynamics. On the other hand, DREAM time series data presents variation of network size and its topologies are based on real networks. The dynamics are generated by continuous differential equations with noise and perturbation. By adopting both data sources, it is possible to estimate the average quality of the inference with respect to different network topologies, transfer functions and network sizes. Conclusions: A remarkable improvement of accuracy was observed in the experimental results by reducing the number of false connections in the inferred topology by the non-Shannon entropy. The obtained best free parameter of the Tsallis entropy was on average in the range 2.5 <= q <= 3.5 (hence, subextensive entropy), which opens new perspectives for GRNs inference methods based on information theory and for investigation of the nonextensivity of such networks. The inference algorithm and criterion function proposed here were implemented and included in the DimReduction software, which is freely available at http://sourceforge.net/projects/dimreduction and http://code.google.com/p/dimreduction/.

Análise comparativa do processo de gramaticalização das perífrases conjuncionais agora que e já que

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Back from the future:the second chance in the past of aller + infinitive

Typological studies (Bybee et al. 1994, Dahl 2000, Bourdin 2008 among many others) have shown a tendency for spatial elements (such as movement verbs) to grammaticalise into temporal expressions. The periphrasis made of aller + infinitive has been very productive in Romance languages. If in French, Spanish or Portuguese, it refers to future, it refers to a simple past in Catalan. fr.: je vais aller au cinéma esp.: voy a ir al cine pt. Vou ira o cine cat.: vaig anar al cine Barceló & Bres (2005:168) indicate that, In French, «vers le XVIème siècle, […] la périphrase a brièvement fonctionné comme un temps du passé (alors même que l’emploi comme temps du futur émergeait)»: (1) Sur ces propos, firent leur accord et, en regardant le lieu le plus propre pour faire cette belle œuvre, elle va dire qu’elle n’en savait point de meilleure ni plus loin de tout soupçon, qu’une petite maison qui était dedans le parc, où il y avait chambre et lit tout à propos. (Marguerite de Navarre, L’Heptaméron) The future value took over so much so that Damourette & Pichon (1911-1936 :117) claimed the past value had disappeared»: Un second tour, encore plus aberrant, n’a plus, que nous sachions, aucune position en pays d’Oui. Nous voulons parler de l’expression d’un passé au moyen de l’auxiliaire aller, suivi de l’infinitif. Ce tour a eu une grande fortune dans le provençal ancien et le catalan […] En français, on n’en trouve que des traces, notamment du XIVe au XVIe siècles . Ex.:[…] Adoncques s’arrêtèrent le conte et Raimondin soubz un grand arbre ; lors va dire le conte à Raimondin: […]. Et Raimondin va lui dire : Sire, ce qu’il vous plaira. That allegedly extinct use is nonetheless alive and kicking in Contemporary French. Larreya (2005:349)notes that it is « très courant dans les récits – en particulier dans les récits oraux» and it is also found in newspaper language as shown by this except from an obituary for Loulou Gasté (Le Monde 1995): (2) Celle-ci se déroule aux Editions Micro, où il a un bureau. Séduit par la jeune interprète, il commence à lui écrire des chansons sur mesure et leur complicité va mettre cinq ans à se transformer en amour. Au début de leur rencontre, Loulou est neurasthénique parce qu’il vient de divorcer et la future Line, exclusivement préoccupée par son métier, ne songe à rien d’autre. Line et Loulou vont rattraper le temps perdu et créer ensemble un millier de petites chansons dont la plupart sont devenues immortelles. Jusqu’à ces derniers mois, il ne va pas se passer une journée sans que Loulou s’empare de sa guitare pour créer un refrain. Would we be witnessing a linguistic resurrection? The same structure seems therefore to have grammaticalised in diverging and even diametrically opposite ways in different Romance languages. In this talk, we shall try to explain how the phrase aller + infinitive is able to function both as a future and a past. We will especially concentrate on the case of contemporary French where, while the future interpretation has obtained the status of tense as futur proche or périphrastique, a past interpretation is now commonplace. Our reflection will be supported by a personal corpus of authentic examples.

Modulation of B-1 and B-2 kinin receptors expression levels in the hippocampus of rats after audiogenic kindling and with limbic recruitment, a model of temporal lobe epilepsy

Epileptic seizures are hypersynchronous, paroxystic and abnormal neuronal discharges. Epilepsies are characterized by diverse mechanisms involving alteration of excitatory and inhibitory neurotransmission that result in hyperexcitability of the central nervous system (CNS). Enhanced neuronal excitability can also be achieved by inflammatory processes, including the participation of cytokines, prostaglandins or kinins, molecules known to be involved in either triggering or in the establishment of inflammation. Multiple inductions of audiogenic seizures in the Wistar audiogenic rat (WAR) strain are a model of temporal lobe epilepsy (TLE), due to the recruitment of limbic areas such as hippocampus and amygdata. In this study we investigated the modulation of the B-1 and B-2 kinin receptors expression levels in neonatal WARs as well as in adult WARs subjected to the TLE model. The expression levels of pro-inflammatory (IL-1 beta) and anti-inflammatory (IL-10) cytokines were also evaluated, as well as cyclooxygenase (COX-2). Our results showed that the B-1 and B-2 kinin receptors mRNAs were up-regulated about 7- and 4-fold, respectively, in the hippocampus of kindled WARs. On the other hand, the expressions of the IL-1 beta, IL-10 and COX-2 were not related to the observed increase of expression of kinin receptors. Based on those results we believe that the B, and B2 kinin receptors have a pivotal role in this model of TLE, although their participation is not related to an inflammatory process. We believe that kinin receptors in the CNS may act in seizure mechanisms by participating in a specific kininergic neurochemical pathway. (c) 2007 Elsevier B.V. All rights reserved.

L’influence du vieillissement normal et pathologique sur le traitement des expressions faciales et du jugement de confiance

Déterminer si quelqu’un est digne de confiance constitue, tout au long de notre vie, une décision à la base de nos interactions sociales quotidiennes. Des études récentes chez les jeunes adultes ont proposé que le jugement de confiance basé sur un visage constituerait une extension des processus de reconnaissance des expressions faciales, particulièrement de la colère et de la joie (Todorov, 2008). Bien que le jugement de confiance soit d’une grande importance tout au long de notre vie, à notre connaissance, aucune étude n’a tenté d’explorer l’évolution de ce processus au cours du vieillissement. Pourtant, sachant que les personnes âgées saines sont moins efficaces que les jeunes adultes pour reconnaître les expressions faciales émotionnelles (Ruffman et al., 2008; Calder et al., 2003), des différences pourraient exister dans les capacités de ces deux groupes d’âge à poser un jugement de confiance. Le présent travail a permis d’explorer, pour une première fois, les processus perceptifs sous-jacents au jugement de confiance chez une population âgée saine ainsi que chez une population présentant une démence fronto-temporale. Les résultats démontrent que les représentations de colère, de joie et de confiance sont similaires chez les jeunes et les âgés sains et suggèrent qu’il existe bel et bien un lien entre le jugement de confiance et les jugements de joie et de colère. De plus, ils révèlent que ce lien persiste au cours vieillissement, mais que les adultes âgés sains se fient davantage à leur représentation de la colère que les jeunes adultes pour déterminer si un visage est digne de confiance ou non. Enfin, les patients présentant une démence fronto-temporale possèdent des représentations différentes des âgés sains en ce qui concerne la colère, la joie et la confiance, et ils semblent se fier davantage à leur représentation de la joie que les âgés sains pour déterminer le niveau de confiance d’un visage.

Corrélats neuronaux sous-jacents aux expressions émotionnelles : une comparaison entre musique, voix et visage

Cette thèse a pour objectif de comparer les expressions émotionnelles évoquées par la musique, la voix (expressions non-linguistiques) et le visage sur les plans comportemental et neuronal. Plus précisément, le but est de bénéficier de l’indéniable pouvoir émotionnel de la musique afin de raffiner notre compréhension des théories et des modèles actuels associés au traitement émotionnel. Qui plus est, il est possible que cette disposition surprenante de la musique pour évoquer des émotions soit issue de sa capacité à s’immiscer dans les circuits neuronaux dédiés à la voix, bien que les évidences à cet effet demeurent éparses pour le moment. Une telle comparaison peut potentiellement permettre d’élucider, en partie, la nature des émotions musicales. Pour ce faire, différentes études ont été réalisées et sont ici présentées dans deux articles distincts. Les études présentées dans le premier article ont comparé, sur le plan comportemental, les effets d’expressions émotionnelles sur la mémoire entre les domaines musical et vocal (non-linguistique). Les résultats ont révélé un avantage systématique en mémoire pour la peur dans les deux domaines. Aussi, une corrélation dans la performance individuelle en mémoire a été trouvée entre les expressions de peur musicales et vocales. Ces résultats sont donc cohérents avec l’hypothèse d’un traitement perceptif similaire entre la musique et la voix. Dans le deuxième article, les corrélats neuronaux associés à la perception d’expressions émotionnelles évoquées par la musique, la voix et le visage ont été directement comparés en imagerie par résonnance magnétique fonctionnelle (IRMf). Une augmentation significative du signal « Blood Oxygen Level Dependent » (BOLD) a été trouvée dans l’amygdale (et à l’insula postérieure) en réponse à la peur, parmi l’ensemble des domaines et des modalités à l’étude. Une corrélation dans la réponse BOLD individuelle de l’amygdale, entre le traitement musical et vocal, a aussi été mise en évidence, suggérant à nouveau des similarités entre les deux domaines. En outre, des régions spécifiques à chaque domaine ont été relevées. Notamment, le gyrus fusiforme (FG/FFA) pour les expressions du visage, le sulcus temporal supérieur (STS) pour les expressions vocales ainsi qu’une portion antérieure du gyrus temporal supérieur (STG) particulièrement sensible aux expressions musicales (peur et joie), dont la réponse s’est avérée modulée par l’intensité des stimuli. Mis ensemble, ces résultats révèlent des similarités mais aussi des différences dans le traitement d’expressions émotionnelles véhiculées par les modalités visuelle et auditive, de même que différents domaines dans la modalité auditive (musique et voix). Plus particulièrement, il appert que les expressions musicales et vocales partagent d’étroites similarités surtout en ce qui a trait au traitement de la peur. Ces données s’ajoutent aux connaissances actuelles quant au pouvoir émotionnel de la musique et contribuent à élucider les mécanismes perceptuels sous-jacents au traitement des émotions musicales. Par conséquent, ces résultats donnent aussi un appui important à l’utilisation de la musique dans l’étude des émotions qui pourra éventuellement contribuer au développement de potentielles interventions auprès de populations psychiatriques.

Estudo das relações entre desenvolvimento da noção temporal e expressões linguísticas de tempo: a narrativa oral como proposta de intervenção em uma abordagem piagetiana

Pós-graduação em Educação - FFC

Event ordering through temporal expression resolution

In this paper a multilingual method for event ordering based on temporal expression resolution is presented. This method has been implemented through the TERSEO system which consists of three main units: temporal expression recognizing, resolution of the coreference introduced by these expressions, and event ordering. By means of this system, chronological information related to events can be extracted from documental databases. This information is automatically added to the documental database in order to allow its use by question answering systems in those cases referring to temporality. The system has been evaluated obtaining results of 91 % precision and 71 % recall. For this, a blind evaluation process has been developed guaranteing a reliable annotation process that was measured through the kappa factor.

Investigation of neural correlates of faces and emotional expressions using magnetoencephalography

The recognition of faces and of facial expressions in an important evolutionary skill, and an integral part of social communication. It has been argued that the processing of faces is distinct from the processing of non-face stimuli and functional neuroimaging investigations have even found evidence of a distinction between the perception of faces and of emotional expressions. Structural and temporal correlates of face perception and facial affect have only been separately identified. Investigation neural dynamics of face perception per se as well as facial affect would allow the mapping of these in space, time and frequency specific domains. Participants were asked to perform face categorisation and emotional discrimination tasks and Magnetoencephalography (MEG) was used to measure the neurophysiology of face and facial emotion processing. SAM analysis techniques enable the investigation of spectral changes within specific time-windows and frequency bands, thus allowing the identification of stimulus specific regions of cortical power changes. Furthermore, MEG’s excellent temporal resolution allows for the detection of subtle changes associated with the processing of face and non-face stimuli and different emotional expressions. The data presented reveal that face perception is associated with spectral power changes within a distributed cortical network comprising occipito-temporal as well as parietal and frontal areas. For the perception of facial affect, spectral power changes were also observed within frontal and limbic areas including the parahippocampal gyrus and the amygdala. Analyses of temporal correlates also reveal a distinction between the processing of faces and facial affect. Face perception per se occurred at earlier latencies whereas the discrimination of facial expression occurred within a longer time-window. In addition, the processing of faces and facial affect was differentially associated with changes in cortical oscillatory power for alpha, beta and gamma frequencies. The perception of faces and facial affect is associated with distinct changes in cortical oscillatory activity that can be mapped to specific neural structures, specific time-windows and latencies as well as specific frequency bands. Therefore, the work presented in this thesis provides further insight into the sequential processing of faces and facial affect.